Split (2)

train · 2.67k rows

data_source stringclasses 1 value	prompt listlengths 1 1	ability stringclasses 1 value	reward_model.ground_truth.timestamp stringdate 2025-03-24 21:16:32 2025-05-07 20:15:32	reward_model.ground_truth.action stringclasses 4 values	reward_model.ground_truth.action_argument stringlengths 0 117	reward_model.style stringclasses 1 value	answer.timestamp stringdate 2025-03-24 21:16:32 2025-05-07 20:15:32	extra_info.split stringclasses 1 value	extra_info.index int64 0 2.67k	extra_info.answer.timestamp stringdate 2025-03-24 21:16:32 2025-05-07 20:15:32	extra_info.answer.action stringclasses 4 values	extra_info.answer.action_argument stringlengths 0 117	extra_info.question stringlengths 4.02k 83.9k	reward_model dict	extra_info dict
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:42:40.762Z	click	product_option	rule	2025-05-02T03:42:40.762Z	train	800	2025-05-02T03:42:40.762Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", 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"2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Original waffle outsole Skate influenced design Double stitched multi-piece upper for durability Padded tongue and collar" }, { "asin": "B08XB9K4L5" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "Vans Sport Low Sneakers, Turtledove, Off White, 9.5 US Women/8 US Men", "asin": "B0D9HSZQNF", "price": "$70.00", "quantity": ""}, {"title": "Vans Men's Bearcat Trainer, Burgundy, US:5.5", "asin": "B001DCZAPO", "price": "$55.00", "quantity": ""}, {"title": "Vans Unisex Lowland 2.0 Sneaker, Tri-Tone Green/Grey, 10 US Men", "asin": "B0D98RH275", "price": "$85.00", "quantity": ""}, {"title": "Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top Black Shoes Loafers for Women Fashion Red Sneaker Shoes(Red,US5.5", "asin": "B0BK93G7SV", "price": "$25.99", "quantity": ""}, {"title": "Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Orange,6.5)", "asin": "B0CP721HJR", "price": "$21.99", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green", "asin": "B0CYPWJQXD", "price": "$59.99", "quantity": ""}, {"title": "Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7", "asin": "B0CS6P8WB4", "price": "$64.90", "quantity": ""}, {"title": "Lugz Women's Clipper Fashion Sneaker, Black, 9 W US", "asin": "B09MWQBN3D", "price": "$29.95", "quantity": ""}, {"title": "adidas Men's Vl Court 3.0 Sneaker, Preloved Green/Black/Off White, 9", "asin": "B0CKMMJWXL", "price": "$54.45", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6", "asin": "B0C61GRQZ7", "price": "$24.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:42:40.762Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 800, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Original waffle outsole Skate influenced design Double stitched multi-piece upper for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B08XB9K4L5\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"Vans Sport Low Sneakers, Turtledove, Off White, 9.5 US Women/8 US Men\", \"asin\": \"B0D9HSZQNF\", \"price\": \"$70.00\", \"quantity\": \"\"},\n {\"title\": \"Vans Men's Bearcat Trainer, Burgundy, US:5.5\", \"asin\": \"B001DCZAPO\", \"price\": \"$55.00\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Lowland 2.0 Sneaker, Tri-Tone Green/Grey, 10 US Men\", \"asin\": \"B0D98RH275\", \"price\": \"$85.00\", \"quantity\": \"\"},\n {\"title\": \"Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top Black Shoes Loafers for Women Fashion Red Sneaker Shoes(Red,US5.5\", \"asin\": \"B0BK93G7SV\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Orange,6.5)\", \"asin\": \"B0CP721HJR\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green\", \"asin\": \"B0CYPWJQXD\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7\", \"asin\": \"B0CS6P8WB4\", \"price\": \"$64.90\", \"quantity\": \"\"},\n {\"title\": \"Lugz Women's Clipper Fashion Sneaker, Black, 9 W US\", \"asin\": \"B09MWQBN3D\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"adidas Men's Vl Court 3.0 Sneaker, Preloved Green/Black/Off White, 9\", \"asin\": \"B0CKMMJWXL\", \"price\": \"$54.45\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6\", \"asin\": \"B0C61GRQZ7\", \"price\": \"$24.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:42:40.762Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:42:46.881Z	click	product_option	rule	2025-05-02T03:42:46.881Z	train	801	2025-05-02T03:42:46.881Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Original waffle outsole Skate influenced design Double stitched multi-piece upper for durability Padded tongue and collar" }, { "asin": "B08XB9K4L5" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5", "asin": "B0CVF3FNVD", "price": "$68.75", "quantity": ""}, {"title": "Black Old Skool Shoes x Red Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B08KFL3HTW", "price": "$172.99", "quantity": ""}, {"title": "Old Skool Shoes x Bape Camo Custom Handmade Uni-Sex Shoes By Patch Collection", "asin": "B07KBFCH1C", "price": "$209.99", "quantity": ""}, {"title": "SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)", "asin": "B0DJQQ8LHZ", "price": "$24.43", "quantity": ""}, {"title": "Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US", "asin": "B09NQT8XTV", "price": "$29.76", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7", "asin": "B0C61HBP8L", "price": "$24.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5", "asin": "B0CVF3FNVD", "price": "$68.75", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:42:46.881Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 801, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Original waffle outsole Skate influenced design Double stitched multi-piece upper for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B08XB9K4L5\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5\", \"asin\": \"B0CVF3FNVD\", \"price\": \"$68.75\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool Shoes x Red Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B08KFL3HTW\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Old Skool Shoes x Bape Camo Custom Handmade Uni-Sex Shoes By Patch Collection\", \"asin\": \"B07KBFCH1C\", \"price\": \"$209.99\", \"quantity\": \"\"},\n {\"title\": \"SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)\", \"asin\": \"B0DJQQ8LHZ\", \"price\": \"$24.43\", \"quantity\": \"\"},\n {\"title\": \"Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US\", \"asin\": \"B09NQT8XTV\", \"price\": \"$29.76\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7\", \"asin\": \"B0C61HBP8L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5\", \"asin\": \"B0CVF3FNVD\", \"price\": \"$68.75\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:42:46.881Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:42:48.169Z	click	product_option	rule	2025-05-02T03:42:48.169Z	train	802	2025-05-02T03:42:48.169Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:42:48.169Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 802, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:42:48.169Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:42:49.384Z	click	product_option	rule	2025-05-02T03:42:49.384Z	train	803	2025-05-02T03:42:49.384Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": 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"2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:42:49.384Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 803, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:42:49.384Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:42:51.801Z	click	product_option	rule	2025-05-02T03:42:51.801Z	train	804	2025-05-02T03:42:51.801Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", 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"2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:42:51.801Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 804, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:42:51.801Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:42:53.135Z	click	product_option	rule	2025-05-02T03:42:53.135Z	train	805	2025-05-02T03:42:53.135Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", 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"2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:42:53.135Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 805, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:42:53.135Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:42:54.469Z	click	product_option	rule	2025-05-02T03:42:54.469Z	train	806	2025-05-02T03:42:54.469Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", 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"2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:42:54.469Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 806, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:42:54.469Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:42:55.625Z	click	product_option	rule	2025-05-02T03:42:55.625Z	train	807	2025-05-02T03:42:55.625Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", 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"2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:42:55.625Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 807, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:42:55.625Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:42:57.836Z	click	product_option	rule	2025-05-02T03:42:57.836Z	train	808	2025-05-02T03:42:57.836Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", 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"2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:42:57.836Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 808, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:42:57.836Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:42:59.108Z	click	product_option	rule	2025-05-02T03:42:59.108Z	train	809	2025-05-02T03:42:59.108Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", 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"2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:42:59.108Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 809, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:42:59.108Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:43:01.431Z	click	product_option	rule	2025-05-02T03:43:01.431Z	train	810	2025-05-02T03:43:01.431Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": 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{"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": 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"2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:43:01.431Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 810, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:43:01.431Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:43:04.149Z	click	product_option	rule	2025-05-02T03:43:04.149Z	train	811	2025-05-02T03:43:04.149Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:43:04.149Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 811, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:43:04.149Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:43:05.537Z	click	product_option	rule	2025-05-02T03:43:05.537Z	train	812	2025-05-02T03:43:05.537Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:43:05.537Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 812, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:43:05.537Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:43:06.819Z	click	product_option	rule	2025-05-02T03:43:06.819Z	train	813	2025-05-02T03:43:06.819Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:43:06.819Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 813, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:43:06.819Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:43:08.906Z	click	product_option	rule	2025-05-02T03:43:08.906Z	train	814	2025-05-02T03:43:08.906Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:43:08.906Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 814, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:43:08.906Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:43:16.171Z	click	product_option	rule	2025-05-02T03:43:16.171Z	train	815	2025-05-02T03:43:16.171Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:43:16.171Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 815, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:43:16.171Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:43:18.536Z	click	product_option	rule	2025-05-02T03:43:18.536Z	train	816	2025-05-02T03:43:18.536Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:43:18.536Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 816, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:43:18.536Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:43:25.349Z	click	product_option	rule	2025-05-02T03:43:25.349Z	train	817	2025-05-02T03:43:25.349Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:43:25.349Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 817, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": 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\"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:43:25.349Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:43:26.570Z	click	product_option	rule	2025-05-02T03:43:26.570Z	train	818	2025-05-02T03:43:26.570Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:43:26.570Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 818, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:43:26.570Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:43:29.302Z	click	product_option	rule	2025-05-02T03:43:29.302Z	train	819	2025-05-02T03:43:29.302Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:43:29.302Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 819, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:43:29.302Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:43:38.649Z	click	product_option	rule	2025-05-02T03:43:38.649Z	train	820	2025-05-02T03:43:38.649Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} 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"2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Signature waffle outsole for enhanced board feel Die cut EVA insert for added support Represents timeless skate style" }, { "asin": "B001CVUZII" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "Mens Mesh Sneakers Oxfords Lace-Up Lightweight Casual Walking Shoes Fashion Sneakers Shoes", "asin": "B0DLGZ8C2R", "price": "$29.99", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(WHT11)", "asin": "B08GYQM6J5", "price": "$24.69", "quantity": ""}, {"title": "Skechers Men's Go Walk Flex Netro Hands Free Slip-ins Sneaker", "asin": "B0DDQZ6DW6", "price": "$70.50", "quantity": ""}, {"title": "Michael Kors Men's Trevor Trainer Sneaker", "asin": "B0DNTTKQK6", "price": "$178.00", "quantity": ""}, {"title": "yageyan Men Canvas Low top Shoes Classic Casual Sneakers Black and White Fashion Shoes(white11)", "asin": "B09W59G7Q8", "price": "$22.79", "quantity": ""}, {"title": "Dockers Men's Rowe Boat Shoe, Navy, 9.5", "asin": "B0DNRS4TG9", "price": "$39.95", "quantity": ""}, {"title": "Vans Unisex-Adult Authentic(tm) Core Classics", "asin": "B01A5CZSIQ", "price": "$38.03", "quantity": ""}, {"title": "Cull4U Women's Old Times Low-Top Sneaker Shoe (11 M US,Navy)", "asin": "B08TBRRRZJ", "price": "$26.99", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(Blue print08)", "asin": "B09MJYBXJW", "price": "$24.69", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/White/Black, 13", "asin": "B08B61JBB7", "price": "$40.00", "quantity": ""}, {"title": "Mens Fashion Casual Shoes Oxfords Business Walking Dress Slip on Sneakers Mesh Comfortable Lightweight Soft Sole", "asin": "B0DL45B68Y", "price": "$25.99", "quantity": ""}, {"title": "ZGR Mens Classic Casual Shoes,Lace-up Fashion Sneakers,Low Top Canvas Shoes for Men(Blue.US8)", "asin": "B0D5CBWJG9", "price": "$21.59", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "VILOCY Men's Dress Sneakers Oxfords Casual Business Shoes Lace Up Lightweight Walking Knit Mesh Fashion Sneakers Navy,EU44", "asin": "B0B3TB6QJC", "price": "$45.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:43:38.649Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 820, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Signature waffle outsole for enhanced board feel Die cut EVA insert for added support Represents timeless skate style\"\n},\n {\n \"asin\": \"B001CVUZII\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Mens Mesh Sneakers Oxfords Lace-Up Lightweight Casual Walking Shoes Fashion Sneakers Shoes\", \"asin\": \"B0DLGZ8C2R\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(WHT11)\", \"asin\": \"B08GYQM6J5\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Skechers Men's Go Walk Flex Netro Hands Free Slip-ins Sneaker\", \"asin\": \"B0DDQZ6DW6\", \"price\": \"$70.50\", \"quantity\": \"\"},\n {\"title\": \"Michael Kors Men's Trevor Trainer Sneaker\", \"asin\": \"B0DNTTKQK6\", \"price\": \"$178.00\", \"quantity\": \"\"},\n {\"title\": \"yageyan Men Canvas Low top Shoes Classic Casual Sneakers Black and White Fashion Shoes(white11)\", \"asin\": \"B09W59G7Q8\", \"price\": \"$22.79\", \"quantity\": \"\"},\n {\"title\": \"Dockers Men's Rowe Boat Shoe, Navy, 9.5\", \"asin\": \"B0DNRS4TG9\", \"price\": \"$39.95\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex-Adult Authentic(tm) Core Classics\", \"asin\": \"B01A5CZSIQ\", \"price\": \"$38.03\", \"quantity\": \"\"},\n {\"title\": \"Cull4U Women's Old Times Low-Top Sneaker Shoe (11 M US,Navy)\", \"asin\": \"B08TBRRRZJ\", \"price\": \"$26.99\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(Blue print08)\", \"asin\": \"B09MJYBXJW\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/White/Black, 13\", \"asin\": \"B08B61JBB7\", \"price\": \"$40.00\", \"quantity\": \"\"},\n {\"title\": \"Mens Fashion Casual Shoes Oxfords Business Walking Dress Slip on Sneakers Mesh Comfortable Lightweight Soft Sole\", \"asin\": \"B0DL45B68Y\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"ZGR Mens Classic Casual Shoes,Lace-up Fashion Sneakers,Low Top Canvas Shoes for Men(Blue.US8)\", \"asin\": \"B0D5CBWJG9\", \"price\": \"$21.59\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"VILOCY Men's Dress Sneakers Oxfords Casual Business Shoes Lace Up Lightweight Walking Knit Mesh Fashion Sneakers Navy,EU44\", \"asin\": \"B0B3TB6QJC\", \"price\": \"$45.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:43:38.649Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:43:39.669Z	click	product_option	rule	2025-05-02T03:43:39.669Z	train	821	2025-05-02T03:43:39.669Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Signature waffle outsole for enhanced board feel Die cut EVA insert for added support Represents timeless skate style" }, { "asin": "B001CVUZII" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "Mens Mesh Sneakers Oxfords Lace-Up Lightweight Casual Walking Shoes Fashion Sneakers Shoes", "asin": "B0DLGZ8C2R", "price": "$29.99", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(WHT11)", "asin": "B08GYQM6J5", "price": "$24.69", "quantity": ""}, {"title": "Skechers Men's Go Walk Flex Netro Hands Free Slip-ins Sneaker", "asin": "B0DDQZ6DW6", "price": "$70.50", "quantity": ""}, {"title": "Michael Kors Men's Trevor Trainer Sneaker", "asin": "B0DNTTKQK6", "price": "$178.00", "quantity": ""}, {"title": "yageyan Men Canvas Low top Shoes Classic Casual Sneakers Black and White Fashion Shoes(white11)", "asin": "B09W59G7Q8", "price": "$22.79", "quantity": ""}, {"title": "Dockers Men's Rowe Boat Shoe, Navy, 9.5", "asin": "B0DNRS4TG9", "price": "$39.95", "quantity": ""}, {"title": "Vans Unisex-Adult Authentic(tm) Core Classics", "asin": "B01A5CZSIQ", "price": "$38.03", "quantity": ""}, {"title": "Cull4U Women's Old Times Low-Top Sneaker Shoe (11 M US,Navy)", "asin": "B08TBRRRZJ", "price": "$26.99", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(Blue print08)", "asin": "B09MJYBXJW", "price": "$24.69", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/White/Black, 13", "asin": "B08B61JBB7", "price": "$40.00", "quantity": ""}, {"title": "Mens Fashion Casual Shoes Oxfords Business Walking Dress Slip on Sneakers Mesh Comfortable Lightweight Soft Sole", "asin": "B0DL45B68Y", "price": "$25.99", "quantity": ""}, {"title": "ZGR Mens Classic Casual Shoes,Lace-up Fashion Sneakers,Low Top Canvas Shoes for Men(Blue.US8)", "asin": "B0D5CBWJG9", "price": "$21.59", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "VILOCY Men's Dress Sneakers Oxfords Casual Business Shoes Lace Up Lightweight Walking Knit Mesh Fashion Sneakers Navy,EU44", "asin": "B0B3TB6QJC", "price": "$45.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:43:39.669Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 821, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Signature waffle outsole for enhanced board feel Die cut EVA insert for added support Represents timeless skate style\"\n},\n {\n \"asin\": \"B001CVUZII\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Mens Mesh Sneakers Oxfords Lace-Up Lightweight Casual Walking Shoes Fashion Sneakers Shoes\", \"asin\": \"B0DLGZ8C2R\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(WHT11)\", \"asin\": \"B08GYQM6J5\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Skechers Men's Go Walk Flex Netro Hands Free Slip-ins Sneaker\", \"asin\": \"B0DDQZ6DW6\", \"price\": \"$70.50\", \"quantity\": \"\"},\n {\"title\": \"Michael Kors Men's Trevor Trainer Sneaker\", \"asin\": \"B0DNTTKQK6\", \"price\": \"$178.00\", \"quantity\": \"\"},\n {\"title\": \"yageyan Men Canvas Low top Shoes Classic Casual Sneakers Black and White Fashion Shoes(white11)\", \"asin\": \"B09W59G7Q8\", \"price\": \"$22.79\", \"quantity\": \"\"},\n {\"title\": \"Dockers Men's Rowe Boat Shoe, Navy, 9.5\", \"asin\": \"B0DNRS4TG9\", \"price\": \"$39.95\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex-Adult Authentic(tm) Core Classics\", \"asin\": \"B01A5CZSIQ\", \"price\": \"$38.03\", \"quantity\": \"\"},\n {\"title\": \"Cull4U Women's Old Times Low-Top Sneaker Shoe (11 M US,Navy)\", \"asin\": \"B08TBRRRZJ\", \"price\": \"$26.99\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(Blue print08)\", \"asin\": \"B09MJYBXJW\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/White/Black, 13\", \"asin\": \"B08B61JBB7\", \"price\": \"$40.00\", \"quantity\": \"\"},\n {\"title\": \"Mens Fashion Casual Shoes Oxfords Business Walking Dress Slip on Sneakers Mesh Comfortable Lightweight Soft Sole\", \"asin\": \"B0DL45B68Y\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"ZGR Mens Classic Casual Shoes,Lace-up Fashion Sneakers,Low Top Canvas Shoes for Men(Blue.US8)\", \"asin\": \"B0D5CBWJG9\", \"price\": \"$21.59\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"VILOCY Men's Dress Sneakers Oxfords Casual Business Shoes Lace Up Lightweight Walking Knit Mesh Fashion Sneakers Navy,EU44\", \"asin\": \"B0B3TB6QJC\", \"price\": \"$45.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:43:39.669Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:43:41.790Z	click	product_option	rule	2025-05-02T03:43:41.790Z	train	822	2025-05-02T03:43:41.790Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Original waffle outsole Skate influenced design Double stitched multi-piece upper for durability Padded tongue and collar" }, { "asin": "B08XB9K4L5" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5", "asin": "B0CVF3FNVD", "price": "$68.75", "quantity": ""}, {"title": "Black Old Skool Shoes x Red Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B08KFL3HTW", "price": "$172.99", "quantity": ""}, {"title": "Old Skool Shoes x Bape Camo Custom Handmade Uni-Sex Shoes By Patch Collection", "asin": "B07KBFCH1C", "price": "$209.99", "quantity": ""}, {"title": "SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)", "asin": "B0DJQQ8LHZ", "price": "$24.43", "quantity": ""}, {"title": "Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US", "asin": "B09NQT8XTV", "price": "$29.76", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7", "asin": "B0C61HBP8L", "price": "$24.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5", "asin": "B0CVF3FNVD", "price": "$68.75", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:43:41.790Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 822, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": 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\"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Original waffle outsole Skate influenced design Double stitched multi-piece upper for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B08XB9K4L5\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5\", \"asin\": \"B0CVF3FNVD\", \"price\": \"$68.75\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool Shoes x Red Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B08KFL3HTW\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Old Skool Shoes x Bape Camo Custom Handmade Uni-Sex Shoes By Patch Collection\", \"asin\": \"B07KBFCH1C\", \"price\": \"$209.99\", \"quantity\": \"\"},\n {\"title\": \"SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)\", \"asin\": \"B0DJQQ8LHZ\", \"price\": \"$24.43\", \"quantity\": \"\"},\n {\"title\": \"Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US\", \"asin\": \"B09NQT8XTV\", \"price\": \"$29.76\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7\", \"asin\": \"B0C61HBP8L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5\", \"asin\": \"B0CVF3FNVD\", \"price\": \"$68.75\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:43:41.790Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:43:53.897Z	click	product_option	rule	2025-05-02T03:43:53.897Z	train	823	2025-05-02T03:43:53.897Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Original waffle outsole Skate influenced design Double stitched multi-piece upper for durability Padded tongue and collar" }, { "asin": "B08XB9K4L5" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5", "asin": "B0CVF3FNVD", "price": "$68.75", "quantity": ""}, {"title": "Black Old Skool Shoes x Red Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B08KFL3HTW", "price": "$172.99", "quantity": ""}, {"title": "Old Skool Shoes x Bape Camo Custom Handmade Uni-Sex Shoes By Patch Collection", "asin": "B07KBFCH1C", "price": "$209.99", "quantity": ""}, {"title": "SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)", "asin": "B0DJQQ8LHZ", "price": "$24.43", "quantity": ""}, {"title": "Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US", "asin": "B09NQT8XTV", "price": "$29.76", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7", "asin": "B0C61HBP8L", "price": "$24.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5", "asin": "B0CVF3FNVD", "price": "$68.75", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:43:53.897Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 823, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Original waffle outsole Skate influenced design Double stitched multi-piece upper for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B08XB9K4L5\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5\", \"asin\": \"B0CVF3FNVD\", \"price\": \"$68.75\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool Shoes x Red Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B08KFL3HTW\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Old Skool Shoes x Bape Camo Custom Handmade Uni-Sex Shoes By Patch Collection\", \"asin\": \"B07KBFCH1C\", \"price\": \"$209.99\", \"quantity\": \"\"},\n {\"title\": \"SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)\", \"asin\": \"B0DJQQ8LHZ\", \"price\": \"$24.43\", \"quantity\": \"\"},\n {\"title\": \"Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US\", \"asin\": \"B09NQT8XTV\", \"price\": \"$29.76\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7\", \"asin\": \"B0C61HBP8L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5\", \"asin\": \"B0CVF3FNVD\", \"price\": \"$68.75\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:43:53.897Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:43:55.535Z	click	product_option	rule	2025-05-02T03:43:55.535Z	train	824	2025-05-02T03:43:55.535Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": 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{"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:43:55.535Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 824, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:43:55.535Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:43:56.736Z	click	product_option	rule	2025-05-02T03:43:56.736Z	train	825	2025-05-02T03:43:56.736Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:43:56.736Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 825, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:43:56.736Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:44:01.414Z	click	product_option	rule	2025-05-02T03:44:01.414Z	train	826	2025-05-02T03:44:01.414Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B93T6CM" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5", "asin": "B0CVF3FNVD", "price": "$68.75", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7", "asin": "B0C61HBP8L", "price": "$24.99", "quantity": ""}, {"title": "SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)", "asin": "B0DJQQ8LHZ", "price": "$24.43", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US", "asin": "B09NQT8XTV", "price": "$29.76", "quantity": ""}, {"title": "Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5", "asin": "B0CVF3FNVD", "price": "$68.75", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:44:01.414Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 826, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": 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\"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B93T6CM\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5\", \"asin\": \"B0CVF3FNVD\", \"price\": \"$68.75\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7\", \"asin\": \"B0C61HBP8L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)\", \"asin\": \"B0DJQQ8LHZ\", \"price\": \"$24.43\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US\", \"asin\": \"B09NQT8XTV\", \"price\": \"$29.76\", \"quantity\": \"\"},\n {\"title\": \"Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5\", \"asin\": \"B0CVF3FNVD\", \"price\": \"$68.75\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:44:01.414Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:44:02.664Z	click	product_option	rule	2025-05-02T03:44:02.664Z	train	827	2025-05-02T03:44:02.664Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B93T6CM" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5", "asin": "B0CVF3FNVD", "price": "$68.75", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7", "asin": "B0C61HBP8L", "price": "$24.99", "quantity": ""}, {"title": "SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)", "asin": "B0DJQQ8LHZ", "price": "$24.43", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US", "asin": "B09NQT8XTV", "price": "$29.76", "quantity": ""}, {"title": "Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5", "asin": "B0CVF3FNVD", "price": "$68.75", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:44:02.664Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 827, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B93T6CM\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5\", \"asin\": \"B0CVF3FNVD\", \"price\": \"$68.75\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7\", \"asin\": \"B0C61HBP8L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)\", \"asin\": \"B0DJQQ8LHZ\", \"price\": \"$24.43\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US\", \"asin\": \"B09NQT8XTV\", \"price\": \"$29.76\", \"quantity\": \"\"},\n {\"title\": \"Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5\", \"asin\": \"B0CVF3FNVD\", \"price\": \"$68.75\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:44:02.664Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:44:04.114Z	click	product_option	rule	2025-05-02T03:44:04.114Z	train	828	2025-05-02T03:44:04.114Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": 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"2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Original waffle outsole Skate influenced design Double stitched multi-piece upper for durability Padded tongue and collar" }, { "asin": "B08XB9K4L5" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5", "asin": "B0CVF3FNVD", "price": "$68.75", "quantity": ""}, {"title": "Black Old Skool Shoes x Red Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B08KFL3HTW", "price": "$172.99", "quantity": ""}, {"title": "Old Skool Shoes x Bape Camo Custom Handmade Uni-Sex Shoes By Patch Collection", "asin": "B07KBFCH1C", "price": "$209.99", "quantity": ""}, {"title": "SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)", "asin": "B0DJQQ8LHZ", "price": "$24.43", "quantity": ""}, {"title": "Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US", "asin": "B09NQT8XTV", "price": "$29.76", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7", "asin": "B0C61HBP8L", "price": "$24.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5", "asin": "B0CVF3FNVD", "price": "$68.75", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:44:04.114Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 828, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Original waffle outsole Skate influenced design Double stitched multi-piece upper for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B08XB9K4L5\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5\", \"asin\": \"B0CVF3FNVD\", \"price\": \"$68.75\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool Shoes x Red Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B08KFL3HTW\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Old Skool Shoes x Bape Camo Custom Handmade Uni-Sex Shoes By Patch Collection\", \"asin\": \"B07KBFCH1C\", \"price\": \"$209.99\", \"quantity\": \"\"},\n {\"title\": \"SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)\", \"asin\": \"B0DJQQ8LHZ\", \"price\": \"$24.43\", \"quantity\": \"\"},\n {\"title\": \"Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US\", \"asin\": \"B09NQT8XTV\", \"price\": \"$29.76\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7\", \"asin\": \"B0C61HBP8L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5\", \"asin\": \"B0CVF3FNVD\", \"price\": \"$68.75\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:44:04.114Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:44:21.935Z	click	product_option	rule	2025-05-02T03:44:21.935Z	train	829	2025-05-02T03:44:21.935Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Original waffle outsole Skate influenced design Double stitched multi-piece upper for durability Padded tongue and collar" }, { "asin": "B08XB9K4L5" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5", "asin": "B0CVF3FNVD", "price": "$68.75", "quantity": ""}, {"title": "Black Old Skool Shoes x Red Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B08KFL3HTW", "price": "$172.99", "quantity": ""}, {"title": "Old Skool Shoes x Bape Camo Custom Handmade Uni-Sex Shoes By Patch Collection", "asin": "B07KBFCH1C", "price": "$209.99", "quantity": ""}, {"title": "SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)", "asin": "B0DJQQ8LHZ", "price": "$24.43", "quantity": ""}, {"title": "Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US", "asin": "B09NQT8XTV", "price": "$29.76", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7", "asin": "B0C61HBP8L", "price": "$24.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5", "asin": "B0CVF3FNVD", "price": "$68.75", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:44:21.935Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 829, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Original waffle outsole Skate influenced design Double stitched multi-piece upper for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B08XB9K4L5\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5\", \"asin\": \"B0CVF3FNVD\", \"price\": \"$68.75\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool Shoes x Red Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B08KFL3HTW\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Old Skool Shoes x Bape Camo Custom Handmade Uni-Sex Shoes By Patch Collection\", \"asin\": \"B07KBFCH1C\", \"price\": \"$209.99\", \"quantity\": \"\"},\n {\"title\": \"SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)\", \"asin\": \"B0DJQQ8LHZ\", \"price\": \"$24.43\", \"quantity\": \"\"},\n {\"title\": \"Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US\", \"asin\": \"B09NQT8XTV\", \"price\": \"$29.76\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7\", \"asin\": \"B0C61HBP8L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5\", \"asin\": \"B0CVF3FNVD\", \"price\": \"$68.75\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:44:21.935Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:44:24.118Z	click	product_option	rule	2025-05-02T03:44:24.118Z	train	830	2025-05-02T03:44:24.118Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:44:24.118Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 830, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": 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\"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:44:24.118Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:44:26.439Z	click	product_option	rule	2025-05-02T03:44:26.439Z	train	831	2025-05-02T03:44:26.439Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": 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"action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": 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{"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:44:26.439Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 831, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:44:26.439Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:44:30.819Z	click	product_option	rule	2025-05-02T03:44:30.819Z	train	832	2025-05-02T03:44:30.819Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Original waffle outsole Skate influenced design Double stitched multi-piece upper for durability Padded tongue and collar" }, { "asin": "B08XB9K4L5" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5", "asin": "B0CVF3FNVD", "price": "$68.75", "quantity": ""}, {"title": "Black Old Skool Shoes x Red Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B08KFL3HTW", "price": "$172.99", "quantity": ""}, {"title": "Old Skool Shoes x Bape Camo Custom Handmade Uni-Sex Shoes By Patch Collection", "asin": "B07KBFCH1C", "price": "$209.99", "quantity": ""}, {"title": "SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)", "asin": "B0DJQQ8LHZ", "price": "$24.43", "quantity": ""}, {"title": "Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US", "asin": "B09NQT8XTV", "price": "$29.76", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7", "asin": "B0C61HBP8L", "price": "$24.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5", "asin": "B0CVF3FNVD", "price": "$68.75", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:44:30.819Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 832, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Original waffle outsole Skate influenced design Double stitched multi-piece upper for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B08XB9K4L5\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5\", \"asin\": \"B0CVF3FNVD\", \"price\": \"$68.75\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool Shoes x Red Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B08KFL3HTW\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Old Skool Shoes x Bape Camo Custom Handmade Uni-Sex Shoes By Patch Collection\", \"asin\": \"B07KBFCH1C\", \"price\": \"$209.99\", \"quantity\": \"\"},\n {\"title\": \"SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)\", \"asin\": \"B0DJQQ8LHZ\", \"price\": \"$24.43\", \"quantity\": \"\"},\n {\"title\": \"Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US\", \"asin\": \"B09NQT8XTV\", \"price\": \"$29.76\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7\", \"asin\": \"B0C61HBP8L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5\", \"asin\": \"B0CVF3FNVD\", \"price\": \"$68.75\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:44:30.819Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:44:32.695Z	click	product_option	rule	2025-05-02T03:44:32.695Z	train	833	2025-05-02T03:44:32.695Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Original waffle outsole Skate influenced design Double stitched multi-piece upper for durability Padded tongue and collar" }, { "asin": "B08XB9K4L5" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5", "asin": "B0CVF3FNVD", "price": "$68.75", "quantity": ""}, {"title": "Black Old Skool Shoes x Red Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B08KFL3HTW", "price": "$172.99", "quantity": ""}, {"title": "Old Skool Shoes x Bape Camo Custom Handmade Uni-Sex Shoes By Patch Collection", "asin": "B07KBFCH1C", "price": "$209.99", "quantity": ""}, {"title": "SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)", "asin": "B0DJQQ8LHZ", "price": "$24.43", "quantity": ""}, {"title": "Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US", "asin": "B09NQT8XTV", "price": "$29.76", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7", "asin": "B0C61HBP8L", "price": "$24.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5", "asin": "B0CVF3FNVD", "price": "$68.75", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:44:32.695Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 833, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", 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\"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Original waffle outsole Skate influenced design Double stitched multi-piece upper for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B08XB9K4L5\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5\", \"asin\": \"B0CVF3FNVD\", \"price\": \"$68.75\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool Shoes x Red Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B08KFL3HTW\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Old Skool Shoes x Bape Camo Custom Handmade Uni-Sex Shoes By Patch Collection\", \"asin\": \"B07KBFCH1C\", \"price\": \"$209.99\", \"quantity\": \"\"},\n {\"title\": \"SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)\", \"asin\": \"B0DJQQ8LHZ\", \"price\": \"$24.43\", \"quantity\": \"\"},\n {\"title\": \"Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US\", \"asin\": \"B09NQT8XTV\", \"price\": \"$29.76\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7\", \"asin\": \"B0C61HBP8L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5\", \"asin\": \"B0CVF3FNVD\", \"price\": \"$68.75\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:44:32.695Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:44:34.800Z	click	product_option	rule	2025-05-02T03:44:34.800Z	train	834	2025-05-02T03:44:34.800Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B9GRSXP" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5", "asin": "B08B611927", "price": "$39.97", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Etnies Men's Fader Skate Shoe, Black/Green, 11", "asin": "B0BWZRL7LT", "price": "$52.99", "quantity": ""}, {"title": "Vans Men's Low-Top Sneakers, Acid Denim, 4.5", "asin": "B00YVU3P7A", "price": "$46.58", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "Gola Men's Comet Sneaker, Khaki/Navy/Burgundy, 7", "asin": "B0BYSD7FRL", "price": "$56.00", "quantity": ""}, {"title": "Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5", "asin": "B0CVF3FNVD", "price": "$68.75", "quantity": ""}, {"title": "SEW BY SOU Skate Shoes for Men Women Low Top Pro Skateboard Training Casual Sneakers", "asin": "B0CYP7W595", "price": "$54.99", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers", "asin": "B0CYPVM4ZF", "price": "$64.99", "quantity": ""}, {"title": "Josmo Etnies Mens Skateboard Sneakers Active Casual Wear Tennis, Sable Black, 10.5", "asin": "B0DGJ58GBK", "price": "$34.99", "quantity": ""}, {"title": "Emerica Men's Cadence Skate Shoe, Black/White/Gold, 10.5", "asin": "B0C9PF4XZ7", "price": "$64.95", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5", "asin": "B08B611927", "price": "$39.97", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:44:34.800Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 834, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B9GRSXP\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5\", \"asin\": \"B08B611927\", \"price\": \"$39.97\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Fader Skate Shoe, Black/Green, 11\", \"asin\": \"B0BWZRL7LT\", \"price\": \"$52.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Men's Low-Top Sneakers, Acid Denim, 4.5\", \"asin\": \"B00YVU3P7A\", \"price\": \"$46.58\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"Gola Men's Comet Sneaker, Khaki/Navy/Burgundy, 7\", \"asin\": \"B0BYSD7FRL\", \"price\": \"$56.00\", \"quantity\": \"\"},\n {\"title\": \"Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5\", \"asin\": \"B0CVF3FNVD\", \"price\": \"$68.75\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skate Shoes for Men Women Low Top Pro Skateboard Training Casual Sneakers\", \"asin\": \"B0CYP7W595\", \"price\": \"$54.99\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers\", \"asin\": \"B0CYPVM4ZF\", \"price\": \"$64.99\", \"quantity\": \"\"},\n {\"title\": \"Josmo Etnies Mens Skateboard Sneakers Active Casual Wear Tennis, Sable Black, 10.5\", \"asin\": \"B0DGJ58GBK\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"Emerica Men's Cadence Skate Shoe, Black/White/Gold, 10.5\", \"asin\": \"B0C9PF4XZ7\", \"price\": \"$64.95\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5\", \"asin\": \"B08B611927\", \"price\": \"$39.97\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:44:34.800Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:44:36.221Z	click	product_option	rule	2025-05-02T03:44:36.221Z	train	835	2025-05-02T03:44:36.221Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B9GRSXP" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5", "asin": "B08B611927", "price": "$39.97", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Etnies Men's Fader Skate Shoe, Black/Green, 11", "asin": "B0BWZRL7LT", "price": "$52.99", "quantity": ""}, {"title": "Vans Men's Low-Top Sneakers, Acid Denim, 4.5", "asin": "B00YVU3P7A", "price": "$46.58", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "Gola Men's Comet Sneaker, Khaki/Navy/Burgundy, 7", "asin": "B0BYSD7FRL", "price": "$56.00", "quantity": ""}, {"title": "Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5", "asin": "B0CVF3FNVD", "price": "$68.75", "quantity": ""}, {"title": "SEW BY SOU Skate Shoes for Men Women Low Top Pro Skateboard Training Casual Sneakers", "asin": "B0CYP7W595", "price": "$54.99", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers", "asin": "B0CYPVM4ZF", "price": "$64.99", "quantity": ""}, {"title": "Josmo Etnies Mens Skateboard Sneakers Active Casual Wear Tennis, Sable Black, 10.5", "asin": "B0DGJ58GBK", "price": "$34.99", "quantity": ""}, {"title": "Emerica Men's Cadence Skate Shoe, Black/White/Gold, 10.5", "asin": "B0C9PF4XZ7", "price": "$64.95", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5", "asin": "B08B611927", "price": "$39.97", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:44:36.221Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 835, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B9GRSXP\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5\", \"asin\": \"B08B611927\", \"price\": \"$39.97\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Fader Skate Shoe, Black/Green, 11\", \"asin\": \"B0BWZRL7LT\", \"price\": \"$52.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Men's Low-Top Sneakers, Acid Denim, 4.5\", \"asin\": \"B00YVU3P7A\", \"price\": \"$46.58\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"Gola Men's Comet Sneaker, Khaki/Navy/Burgundy, 7\", \"asin\": \"B0BYSD7FRL\", \"price\": \"$56.00\", \"quantity\": \"\"},\n {\"title\": \"Vans Authentic Checkerboard Blue/White Men's Skate Shoes Size 11.5\", \"asin\": \"B0CVF3FNVD\", \"price\": \"$68.75\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skate Shoes for Men Women Low Top Pro Skateboard Training Casual Sneakers\", \"asin\": \"B0CYP7W595\", \"price\": \"$54.99\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers\", \"asin\": \"B0CYPVM4ZF\", \"price\": \"$64.99\", \"quantity\": \"\"},\n {\"title\": \"Josmo Etnies Mens Skateboard Sneakers Active Casual Wear Tennis, Sable Black, 10.5\", \"asin\": \"B0DGJ58GBK\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"Emerica Men's Cadence Skate Shoe, Black/White/Gold, 10.5\", \"asin\": \"B0C9PF4XZ7\", \"price\": \"$64.95\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5\", \"asin\": \"B08B611927\", \"price\": \"$39.97\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:44:36.221Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:44:39.700Z	click	product_option	rule	2025-05-02T03:44:39.700Z	train	836	2025-05-02T03:44:39.700Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "price": "$78.45" }, { "bullet_list": "Rubber sole" }, { "asin": "B07BD4DVXS" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "Wide Shoes for Mens Casual Dress Sneakers Business Oxfords Mesh Breathable Walking Shoes Tennis Comfortable Wide Width Black EU44", "asin": "B0DBPWDWWZ", "price": "$47.99", "quantity": ""}, {"title": "yageyan Men Canvas Low top Shoes Classic Casual Sneakers Black and White Fashion Shoes(black9)", "asin": "B09W59RLR7", "price": "$22.79", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Black, 10 M US", "asin": "B08Z76MXT8", "price": "$34.97", "quantity": ""}, {"title": "Jousen Men's Fashion Sneakers 4 Eyelets Brown Leisure Casual Shoes (A81Q01 Yellow Brown 10)", "asin": "B07TDGG3PV", "price": "$42.99", "quantity": ""}, {"title": "Unisex Low Top Lace Up Casual Canvas Shoes for Women and Men, Comfortable Lightweight Classic Fashion Sneakers Popular 2024, Zapatillas Casual De Lona De Moda para Hombre Y Mujer Black", "asin": "B0D9VKJV77", "price": "$19.99", "quantity": ""}, {"title": "Cull4U Women's Laid Back Low-Top Sneaker Shoe (11 M US,Black)", "asin": "B089NZJYHS", "price": "$26.99", "quantity": ""}, {"title": "Men's Classic Low Top Shoes Demin Black Fashion Sneaker with Soft Insole Causal Dress Shoes for Men Comfortable Walking Shoes", "asin": "B09WXX4MX3", "price": "$23.99", "quantity": ""}, {"title": "Cull4U Women's Laid Back Low-Top Sneaker Shoe (11 M US,Black)", "asin": "B089NZJYHS", "price": "$26.99", "quantity": ""}, {"title": "yageyan Men Canvas Low top Shoes Classic Casual Sneakers Black and White Fashion Shoes(black10)", "asin": "B09W58MN7Z", "price": "$22.79", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "Unisex Low Top Lace Up Casual Canvas Shoes for Women and Men, Comfortable Lightweight Classic Fashion Sneakers Popular 2024, Zapatillas Casual De Lona De Moda para Hombre Y Mujer Black", "asin": "B0D9VKZN8F", "price": "$19.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Gum/Black, 11", "asin": "B08Z7J536X", "price": "$24.95", "quantity": ""}, {"title": "Men's Classic Low Top Shoes Demin Black Fashion Sneaker with Soft Insole Causal Dress Shoes for Men Comfortable Walking Shoes", "asin": "B09WXX4MX3", "price": "$23.99", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(Canvas navy11)", "asin": "B09MKD27HN", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:44:39.700Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 836, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"price\": \"$78.45\"\n},\n {\n \"bullet_list\": \"Rubber sole\"\n},\n {\n \"asin\": \"B07BD4DVXS\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Wide Shoes for Mens Casual Dress Sneakers Business Oxfords Mesh Breathable Walking Shoes Tennis Comfortable Wide Width Black EU44\", \"asin\": \"B0DBPWDWWZ\", \"price\": \"$47.99\", \"quantity\": \"\"},\n {\"title\": \"yageyan Men Canvas Low top Shoes Classic Casual Sneakers Black and White Fashion Shoes(black9)\", \"asin\": \"B09W59RLR7\", \"price\": \"$22.79\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Black, 10 M US\", \"asin\": \"B08Z76MXT8\", \"price\": \"$34.97\", \"quantity\": \"\"},\n {\"title\": \"Jousen Men's Fashion Sneakers 4 Eyelets Brown Leisure Casual Shoes (A81Q01 Yellow Brown 10)\", \"asin\": \"B07TDGG3PV\", \"price\": \"$42.99\", \"quantity\": \"\"},\n {\"title\": \"Unisex Low Top Lace Up Casual Canvas Shoes for Women and Men, Comfortable Lightweight Classic Fashion Sneakers Popular 2024, Zapatillas Casual De Lona De Moda para Hombre Y Mujer Black\", \"asin\": \"B0D9VKJV77\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Cull4U Women's Laid Back Low-Top Sneaker Shoe (11 M US,Black)\", \"asin\": \"B089NZJYHS\", \"price\": \"$26.99\", \"quantity\": \"\"},\n {\"title\": \"Men's Classic Low Top Shoes Demin Black Fashion Sneaker with Soft Insole Causal Dress Shoes for Men Comfortable Walking Shoes\", \"asin\": \"B09WXX4MX3\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"Cull4U Women's Laid Back Low-Top Sneaker Shoe (11 M US,Black)\", \"asin\": \"B089NZJYHS\", \"price\": \"$26.99\", \"quantity\": \"\"},\n {\"title\": \"yageyan Men Canvas Low top Shoes Classic Casual Sneakers Black and White Fashion Shoes(black10)\", \"asin\": \"B09W58MN7Z\", \"price\": \"$22.79\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"Unisex Low Top Lace Up Casual Canvas Shoes for Women and Men, Comfortable Lightweight Classic Fashion Sneakers Popular 2024, Zapatillas Casual De Lona De Moda para Hombre Y Mujer Black\", \"asin\": \"B0D9VKZN8F\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Gum/Black, 11\", \"asin\": \"B08Z7J536X\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Men's Classic Low Top Shoes Demin Black Fashion Sneaker with Soft Insole Causal Dress Shoes for Men Comfortable Walking Shoes\", \"asin\": \"B09WXX4MX3\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(Canvas navy11)\", \"asin\": \"B09MKD27HN\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:44:39.700Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:44:42.006Z	click	product_option	rule	2025-05-02T03:44:42.006Z	train	837	2025-05-02T03:44:42.006Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", 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"2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "price": "$78.45" }, { "bullet_list": "Rubber sole" }, { "asin": "B07BD4DVXS" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "Wide Shoes for Mens Casual Dress Sneakers Business Oxfords Mesh Breathable Walking Shoes Tennis Comfortable Wide Width Black EU44", "asin": "B0DBPWDWWZ", "price": "$47.99", "quantity": ""}, {"title": "yageyan Men Canvas Low top Shoes Classic Casual Sneakers Black and White Fashion Shoes(black9)", "asin": "B09W59RLR7", "price": "$22.79", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Black, 10 M US", "asin": "B08Z76MXT8", "price": "$34.97", "quantity": ""}, {"title": "Jousen Men's Fashion Sneakers 4 Eyelets Brown Leisure Casual Shoes (A81Q01 Yellow Brown 10)", "asin": "B07TDGG3PV", "price": "$42.99", "quantity": ""}, {"title": "Unisex Low Top Lace Up Casual Canvas Shoes for Women and Men, Comfortable Lightweight Classic Fashion Sneakers Popular 2024, Zapatillas Casual De Lona De Moda para Hombre Y Mujer Black", "asin": "B0D9VKJV77", "price": "$19.99", "quantity": ""}, {"title": "Cull4U Women's Laid Back Low-Top Sneaker Shoe (11 M US,Black)", "asin": "B089NZJYHS", "price": "$26.99", "quantity": ""}, {"title": "Men's Classic Low Top Shoes Demin Black Fashion Sneaker with Soft Insole Causal Dress Shoes for Men Comfortable Walking Shoes", "asin": "B09WXX4MX3", "price": "$23.99", "quantity": ""}, {"title": "Cull4U Women's Laid Back Low-Top Sneaker Shoe (11 M US,Black)", "asin": "B089NZJYHS", "price": "$26.99", "quantity": ""}, {"title": "yageyan Men Canvas Low top Shoes Classic Casual Sneakers Black and White Fashion Shoes(black10)", "asin": "B09W58MN7Z", "price": "$22.79", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "Unisex Low Top Lace Up Casual Canvas Shoes for Women and Men, Comfortable Lightweight Classic Fashion Sneakers Popular 2024, Zapatillas Casual De Lona De Moda para Hombre Y Mujer Black", "asin": "B0D9VKZN8F", "price": "$19.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Gum/Black, 11", "asin": "B08Z7J536X", "price": "$24.95", "quantity": ""}, {"title": "Men's Classic Low Top Shoes Demin Black Fashion Sneaker with Soft Insole Causal Dress Shoes for Men Comfortable Walking Shoes", "asin": "B09WXX4MX3", "price": "$23.99", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(Canvas navy11)", "asin": "B09MKD27HN", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:44:42.006Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 837, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"price\": \"$78.45\"\n},\n {\n \"bullet_list\": \"Rubber sole\"\n},\n {\n \"asin\": \"B07BD4DVXS\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Wide Shoes for Mens Casual Dress Sneakers Business Oxfords Mesh Breathable Walking Shoes Tennis Comfortable Wide Width Black EU44\", \"asin\": \"B0DBPWDWWZ\", \"price\": \"$47.99\", \"quantity\": \"\"},\n {\"title\": \"yageyan Men Canvas Low top Shoes Classic Casual Sneakers Black and White Fashion Shoes(black9)\", \"asin\": \"B09W59RLR7\", \"price\": \"$22.79\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Black, 10 M US\", \"asin\": \"B08Z76MXT8\", \"price\": \"$34.97\", \"quantity\": \"\"},\n {\"title\": \"Jousen Men's Fashion Sneakers 4 Eyelets Brown Leisure Casual Shoes (A81Q01 Yellow Brown 10)\", \"asin\": \"B07TDGG3PV\", \"price\": \"$42.99\", \"quantity\": \"\"},\n {\"title\": \"Unisex Low Top Lace Up Casual Canvas Shoes for Women and Men, Comfortable Lightweight Classic Fashion Sneakers Popular 2024, Zapatillas Casual De Lona De Moda para Hombre Y Mujer Black\", \"asin\": \"B0D9VKJV77\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Cull4U Women's Laid Back Low-Top Sneaker Shoe (11 M US,Black)\", \"asin\": \"B089NZJYHS\", \"price\": \"$26.99\", \"quantity\": \"\"},\n {\"title\": \"Men's Classic Low Top Shoes Demin Black Fashion Sneaker with Soft Insole Causal Dress Shoes for Men Comfortable Walking Shoes\", \"asin\": \"B09WXX4MX3\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"Cull4U Women's Laid Back Low-Top Sneaker Shoe (11 M US,Black)\", \"asin\": \"B089NZJYHS\", \"price\": \"$26.99\", \"quantity\": \"\"},\n {\"title\": \"yageyan Men Canvas Low top Shoes Classic Casual Sneakers Black and White Fashion Shoes(black10)\", \"asin\": \"B09W58MN7Z\", \"price\": \"$22.79\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"Unisex Low Top Lace Up Casual Canvas Shoes for Women and Men, Comfortable Lightweight Classic Fashion Sneakers Popular 2024, Zapatillas Casual De Lona De Moda para Hombre Y Mujer Black\", \"asin\": \"B0D9VKZN8F\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Gum/Black, 11\", \"asin\": \"B08Z7J536X\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Men's Classic Low Top Shoes Demin Black Fashion Sneaker with Soft Insole Causal Dress Shoes for Men Comfortable Walking Shoes\", \"asin\": \"B09WXX4MX3\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(Canvas navy11)\", \"asin\": \"B09MKD27HN\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:44:42.006Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:44:55.424Z	click	product_option	rule	2025-05-02T03:44:55.424Z	train	838	2025-05-02T03:44:55.424Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:44:55.424Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 838, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": 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\"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:44:55.424Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:45:01.330Z	click	product_option	rule	2025-05-02T03:45:01.330Z	train	839	2025-05-02T03:45:01.330Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6" }, { "Color": "Canvas Citadel" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$79.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)", "asin": "B0CHJNCBWB", "price": "$19.94", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9", "asin": "B09YLSZJN8", "price": "$19.99", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5", "asin": "B09Z747HCF", "price": "$62.04", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:45:01.330Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 839, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Canvas Citadel\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Iarus Womens Canvas Shoes Low top Sneakers for Womens Fashion Casual Shoes Walking Comfortable Shoes(black08)\", \"asin\": \"B0CHJNCBWB\", \"price\": \"$19.94\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US9\", \"asin\": \"B09YLSZJN8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, Chalk/Chalk/Glen Green, 8.5\", \"asin\": \"B09Z747HCF\", \"price\": \"$62.04\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:45:01.330Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:45:27.499Z	click	product_option	rule	2025-05-02T03:45:27.499Z	train	840	2025-05-02T03:45:27.499Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": 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"2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B93T6CM" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:45:27.499Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 840, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B93T6CM\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:45:27.499Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:45:32.267Z	click	product_option	rule	2025-05-02T03:45:32.267Z	train	841	2025-05-02T03:45:32.267Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B93T6CM" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:45:32.267Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 841, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", 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\"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B93T6CM\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:45:32.267Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:45:35.464Z	click	product_option	rule	2025-05-02T03:45:35.464Z	train	842	2025-05-02T03:45:35.464Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B93T6CM" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:45:35.464Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 842, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B93T6CM\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:45:35.464Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:45:45.925Z	click	product_option	rule	2025-05-02T03:45:45.925Z	train	843	2025-05-02T03:45:45.925Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B93T6CM" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:45:45.925Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 843, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": 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\"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B93T6CM\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:45:45.925Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:45:47.525Z	click	product_option	rule	2025-05-02T03:45:47.525Z	train	844	2025-05-02T03:45:47.525Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B93T6CM" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:45:47.525Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 844, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B93T6CM\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:45:47.525Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:45:50.106Z	click	product_option	rule	2025-05-02T03:45:50.106Z	train	845	2025-05-02T03:45:50.106Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": 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"2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B93T6CM" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:45:50.106Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 845, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B93T6CM\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:45:50.106Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:45:51.126Z	click	product_option	rule	2025-05-02T03:45:51.126Z	train	846	2025-05-02T03:45:51.126Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B93T6CM" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:45:51.126Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 846, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B93T6CM\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:45:51.126Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:45:52.473Z	click	product_option	rule	2025-05-02T03:45:52.473Z	train	847	2025-05-02T03:45:52.473Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": 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"2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B93T6CM" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:45:52.473Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 847, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B93T6CM\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:45:52.473Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:45:53.356Z	click	product_option	rule	2025-05-02T03:45:53.356Z	train	848	2025-05-02T03:45:53.356Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B93T6CM" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:45:53.356Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 848, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B93T6CM\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:45:53.356Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:45:55.164Z	click	product_option	rule	2025-05-02T03:45:55.164Z	train	849	2025-05-02T03:45:55.164Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": 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"2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B93T6CM" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:45:55.164Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 849, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B93T6CM\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:45:55.164Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:45:56.044Z	click	product_option	rule	2025-05-02T03:45:56.044Z	train	850	2025-05-02T03:45:56.044Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B93T6CM" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:45:56.044Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 850, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B93T6CM\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:45:56.044Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:45:58.585Z	click	product_option	rule	2025-05-02T03:45:58.585Z	train	851	2025-05-02T03:45:58.585Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": 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"2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B93T6CM" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:45:58.585Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 851, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B93T6CM\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:45:58.585Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:45:59.644Z	click	product_option	rule	2025-05-02T03:45:59.644Z	train	852	2025-05-02T03:45:59.644Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B93T6CM" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:45:59.644Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 852, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B93T6CM\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:45:59.644Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:46:01.072Z	click	product_option	rule	2025-05-02T03:46:01.072Z	train	853	2025-05-02T03:46:01.072Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": 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"2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B93T6CM" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:46:01.072Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 853, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": 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\"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B93T6CM\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:46:01.072Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:46:04.177Z	click	product_option	rule	2025-05-02T03:46:04.177Z	train	854	2025-05-02T03:46:04.177Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B93T6CM" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection", "asin": "B0955M62LT", "price": "$172.99", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:46:04.177Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 854, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B93T6CM\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Black Old Skool x Black Bandana Pattern Custom Handmade Shoes By Patch Collection\", \"asin\": \"B0955M62LT\", \"price\": \"$172.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:46:04.177Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:46:31.603Z	click	review	rule	2025-05-02T03:46:31.603Z	train	855	2025-05-02T03:46:31.603Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} 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"2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B93T6CM" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Vans Unisex SK8-Hi Black/Black/White VN000D5IB8C Mens 8.5, Womens 10", "asin": "B01N05QNMH", "price": "$60.71", "quantity": ""}, {"title": "Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US", "asin": "B09NQT8XTV", "price": "$29.76", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7", "asin": "B0C61HBP8L", "price": "$24.99", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)", "asin": "B0DJQQ8LHZ", "price": "$24.43", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US", "asin": "B09NQT8XTV", "price": "$29.76", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7", "asin": "B0C61HBP8L", "price": "$24.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:46:31.603Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "index": 855, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B93T6CM\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex SK8-Hi Black/Black/White VN000D5IB8C Mens 8.5, Womens 10\", \"asin\": \"B01N05QNMH\", \"price\": \"$60.71\", \"quantity\": \"\"},\n {\"title\": \"Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US\", \"asin\": \"B09NQT8XTV\", \"price\": \"$29.76\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7\", \"asin\": \"B0C61HBP8L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)\", \"asin\": \"B0DJQQ8LHZ\", \"price\": \"$24.43\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US\", \"asin\": \"B09NQT8XTV\", \"price\": \"$29.76\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7\", \"asin\": \"B0C61HBP8L\", \"price\": \"$24.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:46:31.603Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:46:39.640Z	click	product_option	rule	2025-05-02T03:46:39.640Z	train	856	2025-05-02T03:46:39.640Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B93T6CM" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Vans Unisex SK8-Hi Black/Black/White VN000D5IB8C Mens 8.5, Womens 10", "asin": "B01N05QNMH", "price": "$60.71", "quantity": ""}, {"title": "Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US", "asin": "B09NQT8XTV", "price": "$29.76", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7", "asin": "B0C61HBP8L", "price": "$24.99", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)", "asin": "B0DJQQ8LHZ", "price": "$24.43", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US", "asin": "B09NQT8XTV", "price": "$29.76", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7", "asin": "B0C61HBP8L", "price": "$24.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:46:39.640Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 856, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B93T6CM\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex SK8-Hi Black/Black/White VN000D5IB8C Mens 8.5, Womens 10\", \"asin\": \"B01N05QNMH\", \"price\": \"$60.71\", \"quantity\": \"\"},\n {\"title\": \"Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US\", \"asin\": \"B09NQT8XTV\", \"price\": \"$29.76\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7\", \"asin\": \"B0C61HBP8L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)\", \"asin\": \"B0DJQQ8LHZ\", \"price\": \"$24.43\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US\", \"asin\": \"B09NQT8XTV\", \"price\": \"$29.76\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7\", \"asin\": \"B0C61HBP8L\", \"price\": \"$24.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:46:39.640Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:46:42.534Z	click	product_option	rule	2025-05-02T03:46:42.534Z	train	857	2025-05-02T03:46:42.534Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": 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{"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": 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"2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B09B93T6CM" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Vans Unisex SK8-Hi Black/Black/White VN000D5IB8C Mens 8.5, Womens 10", "asin": "B01N05QNMH", "price": "$60.71", "quantity": ""}, {"title": "Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US", "asin": "B09NQT8XTV", "price": "$29.76", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7", "asin": "B0C61HBP8L", "price": "$24.99", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)", "asin": "B0DJQQ8LHZ", "price": "$24.43", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US", "asin": "B09NQT8XTV", "price": "$29.76", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7", "asin": "B0C61HBP8L", "price": "$24.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:46:42.534Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 857, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": 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\"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B09B93T6CM\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex SK8-Hi Black/Black/White VN000D5IB8C Mens 8.5, Womens 10\", \"asin\": \"B01N05QNMH\", \"price\": \"$60.71\", \"quantity\": \"\"},\n {\"title\": \"Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US\", \"asin\": \"B09NQT8XTV\", \"price\": \"$29.76\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7\", \"asin\": \"B0C61HBP8L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"SERNIAL Womens White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US6.5)\", \"asin\": \"B0DJQQ8LHZ\", \"price\": \"$24.43\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US\", \"asin\": \"B09NQT8XTV\", \"price\": \"$29.76\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7\", \"asin\": \"B0C61HBP8L\", \"price\": \"$24.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:46:42.534Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:46:45.497Z	click	product_option	rule	2025-05-02T03:46:45.497Z	train	858	2025-05-02T03:46:45.497Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$45.03", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Black, Numeric_8)", "asin": "B08LSG5V7Z", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Tscoyuki Womens Sneakers: Lace Up Shoes for Women, Trendy Platform Sneakers for Women Casual Women Footwear - Walking Shoes Women Non Slip Women's Fashion Sneakers Beige Green", "asin": "B0DS1TJXKT", "price": "$29.40", "quantity": ""}, {"title": "yageyan Womens High Top Sneakers Womens Platform Shoes Canvas Shoes for Womens Tennis Shoes Classic Casual Comfortable(red08)", "asin": "B0CW14L7SF", "price": "$28.49", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:46:45.497Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 858, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$45.03\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Black, Numeric_8)\", \"asin\": \"B08LSG5V7Z\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Tscoyuki Womens Sneakers: Lace Up Shoes for Women, Trendy Platform Sneakers for Women Casual Women Footwear - Walking Shoes Women Non Slip Women's Fashion Sneakers Beige Green\", \"asin\": \"B0DS1TJXKT\", \"price\": \"$29.40\", \"quantity\": \"\"},\n {\"title\": \"yageyan Womens High Top Sneakers Womens Platform Shoes Canvas Shoes for Womens Tennis Shoes Classic Casual Comfortable(red08)\", \"asin\": \"B0CW14L7SF\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:46:45.497Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:46:47.345Z	click	product_option	rule	2025-05-02T03:46:47.345Z	train	859	2025-05-02T03:46:47.345Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$45.03", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Black, Numeric_8)", "asin": "B08LSG5V7Z", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Tscoyuki Womens Sneakers: Lace Up Shoes for Women, Trendy Platform Sneakers for Women Casual Women Footwear - Walking Shoes Women Non Slip Women's Fashion Sneakers Beige Green", "asin": "B0DS1TJXKT", "price": "$29.40", "quantity": ""}, {"title": "yageyan Womens High Top Sneakers Womens Platform Shoes Canvas Shoes for Womens Tennis Shoes Classic Casual Comfortable(red08)", "asin": "B0CW14L7SF", "price": "$28.49", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:46:47.345Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 859, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": 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\"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$45.03\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Black, Numeric_8)\", \"asin\": \"B08LSG5V7Z\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Tscoyuki Womens Sneakers: Lace Up Shoes for Women, Trendy Platform Sneakers for Women Casual Women Footwear - Walking Shoes Women Non Slip Women's Fashion Sneakers Beige Green\", \"asin\": \"B0DS1TJXKT\", \"price\": \"$29.40\", \"quantity\": \"\"},\n {\"title\": \"yageyan Womens High Top Sneakers Womens Platform Shoes Canvas Shoes for Womens Tennis Shoes Classic Casual Comfortable(red08)\", \"asin\": \"B0CW14L7SF\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:46:47.345Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:47:14.578Z	click	product_option	rule	2025-05-02T03:47:14.578Z	train	860	2025-05-02T03:47:14.578Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": 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"2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Unisex Adult Sport Low Sneakers" }, { "price": "$70.00" }, { "bullet_list": "Rubber sole Sole made with ETHOS-verified, regeneratively grown rubber, Cushioned collar, Logo patch at tongue Round toe" }, { "asin": "B0D9HSZQNF" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Turtledove" } ], "promotion_items": [ {"title": "VEJA Men's Campo Sneaker, Chrome Free/Extra White/Khaki, 10", "asin": "B08L3H81TQ", "price": "$112.00", "quantity": ""}, {"title": "Veja Women's Campo Sneakers, Extra White/Khaki, 5 Medium US", "asin": "B08L3HVDMD", "price": "$160.00", "quantity": ""}, {"title": "Men's Mercurial Vapor II SG Football Boots", "asin": "B0DJL9ZF3W", "price": "$95.06", "quantity": ""}, {"title": "adidas Originals womens Forum Bold", "asin": "B09FVHBHC7", "price": "$49.21", "quantity": ""}, {"title": "Superga Unisex 2750 Cotu Classic Sneaker,White,37 EU (Women's 6.5 M US/Men's 5 M)", "asin": "B001GIP19K", "price": "$52.50", "quantity": ""}, {"title": "Reebok Unisex Court Advance Sneaker, Core Black/Footwear White Gum, 11.5 US Men", "asin": "B09ZJKCSGK", "price": "$45.07", "quantity": ""}, {"title": "Reebok Unisex-Adult Campio Xt Sneaker", "asin": "B0D6ZKN1MC", "price": "$65.00", "quantity": ""}, {"title": "Vans Unisex Slip-On Stackform Sneaker, Marshmallow/Turtledove 1, 9.5 US Men", "asin": "B0CDJ9QH4C", "price": "$70.00", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(green08.5)", "asin": "B0C4YGY9BN", "price": "$24.69", "quantity": ""}, {"title": "Reebok Men's Club C 85 Tennis Fashion-Sneakers, White/Navy Blue, 9.5", "asin": "B01GRV5GXQ", "price": "$72.11", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "VANS Classic Slip Ons Skate Shoes Sneakers Canvas Surf True White 8 Men 9.5 Women", "asin": "B000K7FTTK", "price": "$55.00", "quantity": ""}, {"title": "Vans Unisex's Gymnastics Shoes Sneaker, White True White, 37 EU", "asin": "B0020MMHBG", "price": "$70.00", "quantity": ""}, {"title": "Vans Men's Sneakers Gymnastics Shoe, True White, 11 AU", "asin": "B07D3WHXWL", "price": "$55.00", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:47:14.578Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 860, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Unisex Adult Sport Low Sneakers\"\n},\n {\n \"price\": \"$70.00\"\n},\n {\n \"bullet_list\": \"Rubber sole Sole made with ETHOS-verified, regeneratively grown rubber, Cushioned collar, Logo patch at tongue Round toe\"\n},\n {\n \"asin\": \"B0D9HSZQNF\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Turtledove\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"VEJA Men's Campo Sneaker, Chrome Free/Extra White/Khaki, 10\", \"asin\": \"B08L3H81TQ\", \"price\": \"$112.00\", \"quantity\": \"\"},\n {\"title\": \"Veja Women's Campo Sneakers, Extra White/Khaki, 5 Medium US\", \"asin\": \"B08L3HVDMD\", \"price\": \"$160.00\", \"quantity\": \"\"},\n {\"title\": \"Men's Mercurial Vapor II SG Football Boots\", \"asin\": \"B0DJL9ZF3W\", \"price\": \"$95.06\", \"quantity\": \"\"},\n {\"title\": \"adidas Originals womens Forum Bold\", \"asin\": \"B09FVHBHC7\", \"price\": \"$49.21\", \"quantity\": \"\"},\n {\"title\": \"Superga Unisex 2750 Cotu Classic Sneaker,White,37 EU (Women's 6.5 M US/Men's 5 M)\", \"asin\": \"B001GIP19K\", \"price\": \"$52.50\", \"quantity\": \"\"},\n {\"title\": \"Reebok Unisex Court Advance Sneaker, Core Black/Footwear White Gum, 11.5 US Men\", \"asin\": \"B09ZJKCSGK\", \"price\": \"$45.07\", \"quantity\": \"\"},\n {\"title\": \"Reebok Unisex-Adult Campio Xt Sneaker\", \"asin\": \"B0D6ZKN1MC\", \"price\": \"$65.00\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Slip-On Stackform Sneaker, Marshmallow/Turtledove 1, 9.5 US Men\", \"asin\": \"B0CDJ9QH4C\", \"price\": \"$70.00\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(green08.5)\", \"asin\": \"B0C4YGY9BN\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Reebok Men's Club C 85 Tennis Fashion-Sneakers, White/Navy Blue, 9.5\", \"asin\": \"B01GRV5GXQ\", \"price\": \"$72.11\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"VANS Classic Slip Ons Skate Shoes Sneakers Canvas Surf True White 8 Men 9.5 Women\", \"asin\": \"B000K7FTTK\", \"price\": \"$55.00\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex's Gymnastics Shoes Sneaker, White True White, 37 EU\", \"asin\": \"B0020MMHBG\", \"price\": \"$70.00\", \"quantity\": \"\"},\n {\"title\": \"Vans Men's Sneakers Gymnastics Shoe, True White, 11 AU\", \"asin\": \"B07D3WHXWL\", \"price\": \"$55.00\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:47:14.578Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:47:33.695Z	click	page_related	rule	2025-05-02T03:47:33.695Z	train	861	2025-05-02T03:47:33.695Z	click	page_related	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Unisex Adult Sport Low Sneakers" }, { "price": "$70.00" }, { "asin": "B0D98SR5F8" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "13 Women/11.5 Men" }, { "Color": "Turtledove" } ], "promotion_items": [ {"title": "Womens Walking Sneakers Fashion Trainers Running Tennis Shoes Athletic Sport Jogging Gym Breathable Soft Sole Work Shoes Beige 7", "asin": "B0B4MM8CGX", "price": "$29.99", "quantity": ""}, {"title": "Reebok Unisex Glide Sneaker, Chalk/Classic Beige/Soft Blue, 10.5 US Women", "asin": "B0CQXWRGDM", "price": "$49.00", "quantity": ""}, {"title": "Men's Mercurial Vapor II SG Football Boots", "asin": "B0DJL9ZF3W", "price": "$95.06", "quantity": ""}, {"title": "adidas Originals womens Forum Bold", "asin": "B09FVHBHC7", "price": "$49.21", "quantity": ""}, {"title": "VEJA Men's Campo Sneaker, Chrome Free/Extra White/Khaki, 10", "asin": "B08L3H81TQ", "price": "$112.00", "quantity": ""}, {"title": "Veja Women's Campo Sneakers, Extra White/Khaki, 5 Medium US", "asin": "B08L3HVDMD", "price": "$160.00", "quantity": ""}, {"title": "Vans Men's Sneakers Gymnastics Shoe, True White, 11 AU", "asin": "B07D3WHXWL", "price": "$55.00", "quantity": ""}, {"title": "Vans Unisex Slip-On Stackform Sneaker, Marshmallow/Turtledove 1, 9.5 US Men", "asin": "B0CDJ9QH4C", "price": "$70.00", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(Wine red09.5)", "asin": "B0C4YFWPVG", "price": "$24.69", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "Vans Unisex's Gymnastics Shoes Sneaker, White True White, 37 EU", "asin": "B0020MMHBG", "price": "$70.00", "quantity": ""}, {"title": "VANS Classic Slip Ons Skate Shoes Sneakers Canvas Surf True White 8 Men 9.5 Women", "asin": "B000K7FTTK", "price": "$55.00", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes For Men \| Everyday Men Footwear, White, 7.5", "asin": "B07PNJKWCJ", "price": "$24.98", "quantity": ""}, {"title": "Vans Unisex Low Top Trainers, Black/Black, 14 US Men", "asin": "B000NSKN24", "price": "$85.00", "quantity": ""}, {"title": "Vans Men's Bearcat Trainer, Burgundy, US:5.5", "asin": "B001DCZAPO", "price": "$55.00", "quantity": ""}, {"title": "Kizik Athens White Wide M11 / W12.5 Slip-On Sneakers, Casual Shoes for Women and Men, Comfortable Womens and Mens Shoes for Work, Walking, The Office, and More, Womens and Mens Slip on Sneakers", "asin": "B0BZTDLB1R", "price": "$129.00", "quantity": ""}, {"title": "Veja Women Volley Sneakers White - Pekin - bark 5 US", "asin": "B0CYJYQ39X", "price": "$145.00", "quantity": ""}, {"title": "Vans Unisex's Gymnastics Shoes Sneaker, White True White, 37 EU", "asin": "B0020MMHBG", "price": "$70.00", "quantity": ""}, {"title": "Reebok Men's Club C 85 Tennis Sneaker, White/Green, 7", "asin": "B01GRV73WI", "price": "$59.97", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(Canvas navy09.5)", "asin": "B09MKC69BQ", "price": "$24.69", "quantity": ""}, {"title": "Vans Men's Sneakers Gymnastics Shoe, True White, 11 AU", "asin": "B07D3WHXWL", "price": "$55.00", "quantity": ""}, {"title": "Vans Unisex's Gymnastics Shoes Sneaker, White True White, 37 EU", "asin": "B0020MMHBG", "price": "$70.00", "quantity": ""}, {"title": "VANS Classic Slip Ons Skate Shoes Sneakers Canvas Surf True White 8 Men 9.5 Women", "asin": "B000K7FTTK", "price": "$55.00", "quantity": ""}, {"title": "Vans Unisex Slip-On Stackform Sneaker, Marshmallow/Turtledove 1, 9 US Men", "asin": "B0CDJH9W3Q", "price": "$70.00", "quantity": ""}, {"title": "Vans Unisex Lowland 2.0 Sneaker, Tri-Tone Green/Grey, 10 US Men", "asin": "B0D98RH275", "price": "$85.00", "quantity": ""}, {"title": "Obtaom Slip On Shoes Canvas Slip On Sneakers Comfy Arch Support Loafers Casual Canvas Fashion Sneaker(Pink,12 Women/10 Men)", "asin": "B0D66ZC1XR", "price": "$25.99", "quantity": ""}, {"title": "GOTTA FLURT Women's Classic II Canvas Casual Sneaker (Grey, Numeric_8)", "asin": "B01C4A9GJE", "price": "$22.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:47:33.695Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "index": 861, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": 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\"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": 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\"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Unisex Adult Sport Low Sneakers\"\n},\n {\n \"price\": \"$70.00\"\n},\n {\n \"asin\": \"B0D98SR5F8\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"13 Women/11.5 Men\"\n},\n {\n \"Color\": \"Turtledove\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Womens Walking Sneakers Fashion Trainers Running Tennis Shoes Athletic Sport Jogging Gym Breathable Soft Sole Work Shoes Beige 7\", \"asin\": \"B0B4MM8CGX\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Reebok Unisex Glide Sneaker, Chalk/Classic Beige/Soft Blue, 10.5 US Women\", \"asin\": \"B0CQXWRGDM\", \"price\": \"$49.00\", \"quantity\": \"\"},\n {\"title\": \"Men's Mercurial Vapor II SG Football Boots\", \"asin\": \"B0DJL9ZF3W\", \"price\": \"$95.06\", \"quantity\": \"\"},\n {\"title\": \"adidas Originals womens Forum Bold\", \"asin\": \"B09FVHBHC7\", \"price\": \"$49.21\", \"quantity\": \"\"},\n {\"title\": \"VEJA Men's Campo Sneaker, Chrome Free/Extra White/Khaki, 10\", \"asin\": \"B08L3H81TQ\", \"price\": \"$112.00\", \"quantity\": \"\"},\n {\"title\": \"Veja Women's Campo Sneakers, Extra White/Khaki, 5 Medium US\", \"asin\": \"B08L3HVDMD\", \"price\": \"$160.00\", \"quantity\": \"\"},\n {\"title\": \"Vans Men's Sneakers Gymnastics Shoe, True White, 11 AU\", \"asin\": \"B07D3WHXWL\", \"price\": \"$55.00\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Slip-On Stackform Sneaker, Marshmallow/Turtledove 1, 9.5 US Men\", \"asin\": \"B0CDJ9QH4C\", \"price\": \"$70.00\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(Wine red09.5)\", \"asin\": \"B0C4YFWPVG\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex's Gymnastics Shoes Sneaker, White True White, 37 EU\", \"asin\": \"B0020MMHBG\", \"price\": \"$70.00\", \"quantity\": \"\"},\n {\"title\": \"VANS Classic Slip Ons Skate Shoes Sneakers Canvas Surf True White 8 Men 9.5 Women\", \"asin\": \"B000K7FTTK\", \"price\": \"$55.00\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes For Men \| Everyday Men Footwear, White, 7.5\", \"asin\": \"B07PNJKWCJ\", \"price\": \"$24.98\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Low Top Trainers, Black/Black, 14 US Men\", \"asin\": \"B000NSKN24\", \"price\": \"$85.00\", \"quantity\": \"\"},\n {\"title\": \"Vans Men's Bearcat Trainer, Burgundy, US:5.5\", \"asin\": \"B001DCZAPO\", \"price\": \"$55.00\", \"quantity\": \"\"},\n {\"title\": \"Kizik Athens White Wide M11 / W12.5 Slip-On Sneakers, Casual Shoes for Women and Men, Comfortable Womens and Mens Shoes for Work, Walking, The Office, and More, Womens and Mens Slip on Sneakers\", \"asin\": \"B0BZTDLB1R\", \"price\": \"$129.00\", \"quantity\": \"\"},\n {\"title\": \"Veja Women Volley Sneakers White - Pekin - bark 5 US\", \"asin\": \"B0CYJYQ39X\", \"price\": \"$145.00\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex's Gymnastics Shoes Sneaker, White True White, 37 EU\", \"asin\": \"B0020MMHBG\", \"price\": \"$70.00\", \"quantity\": \"\"},\n {\"title\": \"Reebok Men's Club C 85 Tennis Sneaker, White/Green, 7\", \"asin\": \"B01GRV73WI\", \"price\": \"$59.97\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(Canvas navy09.5)\", \"asin\": \"B09MKC69BQ\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Vans Men's Sneakers Gymnastics Shoe, True White, 11 AU\", \"asin\": \"B07D3WHXWL\", \"price\": \"$55.00\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex's Gymnastics Shoes Sneaker, White True White, 37 EU\", \"asin\": \"B0020MMHBG\", \"price\": \"$70.00\", \"quantity\": \"\"},\n {\"title\": \"VANS Classic Slip Ons Skate Shoes Sneakers Canvas Surf True White 8 Men 9.5 Women\", \"asin\": \"B000K7FTTK\", \"price\": \"$55.00\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Slip-On Stackform Sneaker, Marshmallow/Turtledove 1, 9 US Men\", \"asin\": \"B0CDJH9W3Q\", \"price\": \"$70.00\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Lowland 2.0 Sneaker, Tri-Tone Green/Grey, 10 US Men\", \"asin\": \"B0D98RH275\", \"price\": \"$85.00\", \"quantity\": \"\"},\n {\"title\": \"Obtaom Slip On Shoes Canvas Slip On Sneakers Comfy Arch Support Loafers Casual Canvas Fashion Sneaker(Pink,12 Women/10 Men)\", \"asin\": \"B0D66ZC1XR\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"GOTTA FLURT Women's Classic II Canvas Casual Sneaker (Grey, Numeric_8)\", \"asin\": \"B01C4A9GJE\", \"price\": \"$22.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:47:33.695Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:47:38.376Z	click	page_related	rule	2025-05-02T03:47:38.376Z	train	862	2025-05-02T03:47:38.376Z	click	page_related	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar" }, { "asin": "B0D6BYTC13" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "Vans Sport Low Sneakers, Turtledove, Off White, 9.5 US Women/8 US Men", "asin": "B0D9HSZQNF", "price": "$70.00", "quantity": ""}, {"title": "Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Orange,6.5)", "asin": "B0CP721HJR", "price": "$21.99", "quantity": ""}, {"title": "Vans Men's Bearcat Trainer, Burgundy, US:5.5", "asin": "B001DCZAPO", "price": "$55.00", "quantity": ""}, {"title": "Women's Play Fashion Sneaker White Linen and Leopard Canvas Slip on Shoes (Grey US9)", "asin": "B08GF9CCTK", "price": "$23.99", "quantity": ""}, {"title": "Womens White Canvas Sneakers Low Top Slip on Shoes Lightweight Casual Tennis Shoes(Full Black.US7)", "asin": "B0B63JH2XT", "price": "$18.49", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green", "asin": "B0CYPWJQXD", "price": "$59.99", "quantity": ""}, {"title": "Lugz Women's Clipper Fashion Sneaker, Black, 9 W US", "asin": "B09MWQBN3D", "price": "$29.95", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black", "asin": "B0DPMCD8GX", "price": "$79.00", "quantity": ""}, {"title": "Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7", "asin": "B0CS6P8WB4", "price": "$64.90", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6", "asin": "B0C61GRQZ7", "price": "$24.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:47:38.376Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "index": 862, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B0D6BYTC13\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"Vans Sport Low Sneakers, Turtledove, Off White, 9.5 US Women/8 US Men\", \"asin\": \"B0D9HSZQNF\", \"price\": \"$70.00\", \"quantity\": \"\"},\n {\"title\": \"Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Orange,6.5)\", \"asin\": \"B0CP721HJR\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Men's Bearcat Trainer, Burgundy, US:5.5\", \"asin\": \"B001DCZAPO\", \"price\": \"$55.00\", \"quantity\": \"\"},\n {\"title\": \"Women's Play Fashion Sneaker White Linen and Leopard Canvas Slip on Shoes (Grey US9)\", \"asin\": \"B08GF9CCTK\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"Womens White Canvas Sneakers Low Top Slip on Shoes Lightweight Casual Tennis Shoes(Full Black.US7)\", \"asin\": \"B0B63JH2XT\", \"price\": \"$18.49\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green\", \"asin\": \"B0CYPWJQXD\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz Women's Clipper Fashion Sneaker, Black, 9 W US\", \"asin\": \"B09MWQBN3D\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black\", \"asin\": \"B0DPMCD8GX\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7\", \"asin\": \"B0CS6P8WB4\", \"price\": \"$64.90\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6\", \"asin\": \"B0C61GRQZ7\", \"price\": \"$24.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:47:38.376Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:47:43.156Z	click	page_related	rule	2025-05-02T03:47:43.156Z	train	863	2025-05-02T03:47:43.156Z	click	page_related	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": 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{"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": 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"2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar" }, { "asin": "B0D6BYTC13" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Vans Unisex Lowland 2.0 Sneaker, Tri-Tone Green/Grey, 10 US Men", "asin": "B0D98RH275", "price": "$85.00", "quantity": ""}, {"title": "Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top Black Shoes Loafers for Women Fashion Red Sneaker Shoes(Red,US5.5", "asin": "B0BK93G7SV", "price": "$25.99", "quantity": ""}, {"title": "Cull4U Women's Classic Slip On Trainer Shoes (8.5 M US,Leopard)", "asin": "B08KLPY964", "price": "$26.99", "quantity": ""}, {"title": "Vans Mens 106 Vulcanized Dress Blues/Black Men's 4, Women's 5.5 Medium", "asin": "B0059BSQL0", "price": "$43.75", "quantity": ""}, {"title": "Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5", "asin": "B0CHQLXJ1R", "price": "$69.90", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green", "asin": "B0CYPWJQXD", "price": "$59.99", "quantity": ""}, {"title": "Lugz Women's Clipper Fashion Sneaker, Black, 9 W US", "asin": "B09MWQBN3D", "price": "$29.95", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black", "asin": "B0DPMCD8GX", "price": "$79.00", "quantity": ""}, {"title": "Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7", "asin": "B0CS6P8WB4", "price": "$64.90", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6", "asin": "B0C61GRQZ7", "price": "$24.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:47:43.156Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "index": 863, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": 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\"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B0D6BYTC13\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Vans Unisex Lowland 2.0 Sneaker, Tri-Tone Green/Grey, 10 US Men\", \"asin\": \"B0D98RH275\", \"price\": \"$85.00\", \"quantity\": \"\"},\n {\"title\": \"Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top Black Shoes Loafers for Women Fashion Red Sneaker Shoes(Red,US5.5\", \"asin\": \"B0BK93G7SV\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Cull4U Women's Classic Slip On Trainer Shoes (8.5 M US,Leopard)\", \"asin\": \"B08KLPY964\", \"price\": \"$26.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Mens 106 Vulcanized Dress Blues/Black Men's 4, Women's 5.5 Medium\", \"asin\": \"B0059BSQL0\", \"price\": \"$43.75\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Old Skool, Light Brown, 7.5 Women/6 Men, Light Brown, 6-7.5\", \"asin\": \"B0CHQLXJ1R\", \"price\": \"$69.90\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green\", \"asin\": \"B0CYPWJQXD\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz Women's Clipper Fashion Sneaker, Black, 9 W US\", \"asin\": \"B09MWQBN3D\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black\", \"asin\": \"B0DPMCD8GX\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7\", \"asin\": \"B0CS6P8WB4\", \"price\": \"$64.90\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6\", \"asin\": \"B0C61GRQZ7\", \"price\": \"$24.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:47:43.156Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:47:45.043Z	click	page_related	rule	2025-05-02T03:47:45.043Z	train	864	2025-05-02T03:47:45.043Z	click	page_related	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar" }, { "asin": "B0D6BYTC13" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Converse Chuck 70 Low Unisex Sneaker's, Prism Green/Egret/Black, Size 3M/5W", "asin": "B0DHW63QMY", "price": "$79.97", "quantity": ""}, {"title": "Converse Chuck Taylor All Star High Unisex Sneakers, Amber Brew/White/Black, Size 4.5M/6.5W", "asin": "B0DN7N5XM5", "price": "$99.97", "quantity": ""}, {"title": "Vans Unisex Sk8-hi Hi-Top Trainers, Black Black WHI, 8 US", "asin": "B07822SSYM", "price": "$75.00", "quantity": ""}, {"title": "Vans Sentry Sk8-Hi Unisex Shoes Size 8.5, Color: Dusty Rose", "asin": "B09MZ2RYQK", "price": "$69.05", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green", "asin": "B0CYPWJQXD", "price": "$59.99", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6", "asin": "B0C61GRQZ7", "price": "$24.99", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green", "asin": "B0CYPWJQXD", "price": "$59.99", "quantity": ""}, {"title": "Lugz Women's Clipper Fashion Sneaker, Black, 9 W US", "asin": "B09MWQBN3D", "price": "$29.95", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black", "asin": "B0DPMCD8GX", "price": "$79.00", "quantity": ""}, {"title": "Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7", "asin": "B0CS6P8WB4", "price": "$64.90", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6", "asin": "B0C61GRQZ7", "price": "$24.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:47:45.043Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "index": 864, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B0D6BYTC13\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Converse Chuck 70 Low Unisex Sneaker's, Prism Green/Egret/Black, Size 3M/5W\", \"asin\": \"B0DHW63QMY\", \"price\": \"$79.97\", \"quantity\": \"\"},\n {\"title\": \"Converse Chuck Taylor All Star High Unisex Sneakers, Amber Brew/White/Black, Size 4.5M/6.5W\", \"asin\": \"B0DN7N5XM5\", \"price\": \"$99.97\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Sk8-hi Hi-Top Trainers, Black Black WHI, 8 US\", \"asin\": \"B07822SSYM\", \"price\": \"$75.00\", \"quantity\": \"\"},\n {\"title\": \"Vans Sentry Sk8-Hi Unisex Shoes Size 8.5, Color: Dusty Rose\", \"asin\": \"B09MZ2RYQK\", \"price\": \"$69.05\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green\", \"asin\": \"B0CYPWJQXD\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6\", \"asin\": \"B0C61GRQZ7\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green\", \"asin\": \"B0CYPWJQXD\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz Women's Clipper Fashion Sneaker, Black, 9 W US\", \"asin\": \"B09MWQBN3D\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black\", \"asin\": \"B0DPMCD8GX\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7\", \"asin\": \"B0CS6P8WB4\", \"price\": \"$64.90\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6\", \"asin\": \"B0C61GRQZ7\", \"price\": \"$24.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:47:45.043Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:47:48.295Z	click	page_related	rule	2025-05-02T03:47:48.295Z	train	865	2025-05-02T03:47:48.295Z	click	page_related	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar" }, { "asin": "B0D6BYTC13" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7", "asin": "B0CS6P8WB4", "price": "$64.90", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk08)", "asin": "B0B3QLJ3ZS", "price": "$24.69", "quantity": ""}, {"title": "Vans Sentry Sk8-Hi Unisex Shoes Size 8, Color: Dusty Rose", "asin": "B0CHQPCZDY", "price": "$69.05", "quantity": ""}, {"title": "Vans Iso 1.5 Mesh Unisex Shoes Size 7, Color: Pink", "asin": "B08DZBPJ73", "price": "$55.06", "quantity": ""}, {"title": "Vans Unisex's Low-Top Trainers, White Classic True Vnvng, 38/39", "asin": "B07H5N5V6Y", "price": "$54.76", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green", "asin": "B0CYPWJQXD", "price": "$59.99", "quantity": ""}, {"title": "Lugz Women's Clipper Fashion Sneaker, Black, 9 W US", "asin": "B09MWQBN3D", "price": "$29.95", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black", "asin": "B0DPMCD8GX", "price": "$79.00", "quantity": ""}, {"title": "Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7", "asin": "B0CS6P8WB4", "price": "$64.90", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6", "asin": "B0C61GRQZ7", "price": "$24.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:47:48.295Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "index": 865, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B0D6BYTC13\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7\", \"asin\": \"B0CS6P8WB4\", \"price\": \"$64.90\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk08)\", \"asin\": \"B0B3QLJ3ZS\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Vans Sentry Sk8-Hi Unisex Shoes Size 8, Color: Dusty Rose\", \"asin\": \"B0CHQPCZDY\", \"price\": \"$69.05\", \"quantity\": \"\"},\n {\"title\": \"Vans Iso 1.5 Mesh Unisex Shoes Size 7, Color: Pink\", \"asin\": \"B08DZBPJ73\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex's Low-Top Trainers, White Classic True Vnvng, 38/39\", \"asin\": \"B07H5N5V6Y\", \"price\": \"$54.76\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green\", \"asin\": \"B0CYPWJQXD\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz Women's Clipper Fashion Sneaker, Black, 9 W US\", \"asin\": \"B09MWQBN3D\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black\", \"asin\": \"B0DPMCD8GX\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7\", \"asin\": \"B0CS6P8WB4\", \"price\": \"$64.90\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6\", \"asin\": \"B0C61GRQZ7\", \"price\": \"$24.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:47:48.295Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:47:54.777Z	click	page_related	rule	2025-05-02T03:47:54.777Z	train	866	2025-05-02T03:47:54.777Z	click	page_related	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} 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"2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar" }, { "asin": "B0D6BYTC13" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Obtaom Women Platform Canvas Sneakers White Comfort Play Fashion Sneakers Casual Lift Platform Lace Up Shoes Cute Low Top Walking Shoes for Lady(Black,US7)", "asin": "B0C859B12S", "price": "$25.99", "quantity": ""}, {"title": "Lugz Women's Clipper Fashion Sneaker, Black, 9 W US", "asin": "B09MWQBN3D", "price": "$29.95", "quantity": ""}, {"title": "ZGR Mens Classic Casual Shoes,Lace-up Fashion Sneakers,Low Top Canvas Shoes for Men(White.US9.5)", "asin": "B0CNGZXHBM", "price": "$23.99", "quantity": ""}, {"title": "SERNIAL Women's White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US7)", "asin": "B0BW8MDTGY", "price": "$23.39", "quantity": ""}, {"title": "Vans Men's Slip On Trainers, Off White Canvas Gold Heart Q5f, 6.5", "asin": "B078W2RHBY", "price": "$49.53", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green", "asin": "B0CYPWJQXD", "price": "$59.99", "quantity": ""}, {"title": "Lugz Women's Clipper Fashion Sneaker, Black, 9 W US", "asin": "B09MWQBN3D", "price": "$29.95", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black", "asin": "B0DPMCD8GX", "price": "$79.00", "quantity": ""}, {"title": "Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7", "asin": "B0CS6P8WB4", "price": "$64.90", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6", "asin": "B0C61GRQZ7", "price": "$24.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:47:54.777Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "index": 866, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": 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\"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B0D6BYTC13\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Obtaom Women Platform Canvas Sneakers White Comfort Play Fashion Sneakers Casual Lift Platform Lace Up Shoes Cute Low Top Walking Shoes for Lady(Black,US7)\", \"asin\": \"B0C859B12S\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz Women's Clipper Fashion Sneaker, Black, 9 W US\", \"asin\": \"B09MWQBN3D\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"ZGR Mens Classic Casual Shoes,Lace-up Fashion Sneakers,Low Top Canvas Shoes for Men(White.US9.5)\", \"asin\": \"B0CNGZXHBM\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"SERNIAL Women's White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US7)\", \"asin\": \"B0BW8MDTGY\", \"price\": \"$23.39\", \"quantity\": \"\"},\n {\"title\": \"Vans Men's Slip On Trainers, Off White Canvas Gold Heart Q5f, 6.5\", \"asin\": \"B078W2RHBY\", \"price\": \"$49.53\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green\", \"asin\": \"B0CYPWJQXD\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz Women's Clipper Fashion Sneaker, Black, 9 W US\", \"asin\": \"B09MWQBN3D\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black\", \"asin\": \"B0DPMCD8GX\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7\", \"asin\": \"B0CS6P8WB4\", \"price\": \"$64.90\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6\", \"asin\": \"B0C61GRQZ7\", \"price\": \"$24.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:47:54.777Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:48:18.313Z	click	page_related	rule	2025-05-02T03:48:18.313Z	train	867	2025-05-02T03:48:18.313Z	click	page_related	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", 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"2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar" }, { "asin": "B0D6BYTC13" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)", "asin": "B0BX9PB1YK", "price": "$50.22", "quantity": ""}, {"title": "Vans Men's Slip On Trainers, Off White Canvas Gold Heart Q5f, 9.5", "asin": "B078W3P2PR", "price": "$49.53", "quantity": ""}, {"title": "adidas Men's Vl Court 3.0 Sneaker, Preloved Green/Black/Off White, 9", "asin": "B0CKMMJWXL", "price": "$54.45", "quantity": ""}, {"title": "Vans Unisex-Adult Era\u00bf Core Classics, Black/Teal, 3.5 UK, Black Teal, 4.5", "asin": "B09SP9Y6XB", "price": "$58.33", "quantity": ""}, {"title": "Vaneli Women's Qerene Sneaker, Black Suede, 11", "asin": "B0CW7CNT4H", "price": "$174.95", "quantity": ""}, {"title": "Vintage Style Street-Inspired Men's Canvas Skate Shoes - Distressed Solid Color Lace-Up Low Top Sneakers for Casual, Daily Wear - All-season Fabric Lined Rubber Sole Skateboarding Shoes with Round Toe (Army Green,7.5)", "asin": "B0DPL6KFHQ", "price": "$52.88", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green", "asin": "B0CYPWJQXD", "price": "$59.99", "quantity": ""}, {"title": "Lugz Women's Clipper Fashion Sneaker, Black, 9 W US", "asin": "B09MWQBN3D", "price": "$29.95", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black", "asin": "B0DPMCD8GX", "price": "$79.00", "quantity": ""}, {"title": "Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7", "asin": "B0CS6P8WB4", "price": "$64.90", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6", "asin": "B0C61GRQZ7", "price": "$24.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:48:18.313Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "index": 867, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B0D6BYTC13\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Vans, Classics Low-Top Trainers (Black/White Checkers,13 Men's)\", \"asin\": \"B0BX9PB1YK\", \"price\": \"$50.22\", \"quantity\": \"\"},\n {\"title\": \"Vans Men's Slip On Trainers, Off White Canvas Gold Heart Q5f, 9.5\", \"asin\": \"B078W3P2PR\", \"price\": \"$49.53\", \"quantity\": \"\"},\n {\"title\": \"adidas Men's Vl Court 3.0 Sneaker, Preloved Green/Black/Off White, 9\", \"asin\": \"B0CKMMJWXL\", \"price\": \"$54.45\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex-Adult Era\\u00bf Core Classics, Black/Teal, 3.5 UK, Black Teal, 4.5\", \"asin\": \"B09SP9Y6XB\", \"price\": \"$58.33\", \"quantity\": \"\"},\n {\"title\": \"Vaneli Women's Qerene Sneaker, Black Suede, 11\", \"asin\": \"B0CW7CNT4H\", \"price\": \"$174.95\", \"quantity\": \"\"},\n {\"title\": \"Vintage Style Street-Inspired Men's Canvas Skate Shoes - Distressed Solid Color Lace-Up Low Top Sneakers for Casual, Daily Wear - All-season Fabric Lined Rubber Sole Skateboarding Shoes with Round Toe (Army Green,7.5)\", \"asin\": \"B0DPL6KFHQ\", \"price\": \"$52.88\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green\", \"asin\": \"B0CYPWJQXD\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz Women's Clipper Fashion Sneaker, Black, 9 W US\", \"asin\": \"B09MWQBN3D\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black\", \"asin\": \"B0DPMCD8GX\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7\", \"asin\": \"B0CS6P8WB4\", \"price\": \"$64.90\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6\", \"asin\": \"B0C61GRQZ7\", \"price\": \"$24.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:48:18.313Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:48:19.825Z	click	page_related	rule	2025-05-02T03:48:19.825Z	train	868	2025-05-02T03:48:19.825Z	click	page_related	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar" }, { "asin": "B0D6BYTC13" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US8", "asin": "B09YLQWKML", "price": "$19.99", "quantity": ""}, {"title": "Cull4U Women's Laid Back Low-Top Sneaker Shoe (7.5 M US,Black)", "asin": "B089P13PFX", "price": "$26.99", "quantity": ""}, {"title": "Vans Men's Modern, Black Teal, 5.5", "asin": "B09SNZRJYC", "price": "$58.33", "quantity": ""}, {"title": "SERNIAL Women's White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US8)", "asin": "B0BW8KKPQH", "price": "$23.39", "quantity": ""}, {"title": "Vans Women's Hi-Top Trainers, Real White, 11 Women/9.5 Men, 8.5/10 UK, 10 UK Men/8.5 UK Women", "asin": "B0CHQLZ1N9", "price": "$63.69", "quantity": ""}, {"title": "Vans Sk8-Hi Unisex Shoes Size 4.5, Color: Mix/True White", "asin": "B096FHQ21C", "price": "$55.65", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green", "asin": "B0CYPWJQXD", "price": "$59.99", "quantity": ""}, {"title": "Lugz Women's Clipper Fashion Sneaker, Black, 9 W US", "asin": "B09MWQBN3D", "price": "$29.95", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black", "asin": "B0DPMCD8GX", "price": "$79.00", "quantity": ""}, {"title": "Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7", "asin": "B0CS6P8WB4", "price": "$64.90", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6", "asin": "B0C61GRQZ7", "price": "$24.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:48:19.825Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "index": 868, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B0D6BYTC13\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"THATXUAOV Womens Platform Sneakers White Tennis Shoes Casual Low Top Fashion Sneakers(White,US8\", \"asin\": \"B09YLQWKML\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Cull4U Women's Laid Back Low-Top Sneaker Shoe (7.5 M US,Black)\", \"asin\": \"B089P13PFX\", \"price\": \"$26.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Men's Modern, Black Teal, 5.5\", \"asin\": \"B09SNZRJYC\", \"price\": \"$58.33\", \"quantity\": \"\"},\n {\"title\": \"SERNIAL Women's White Tennis Shoes PU Leather Sneakers Casual Walking Shoes for Women(White,US8)\", \"asin\": \"B0BW8KKPQH\", \"price\": \"$23.39\", \"quantity\": \"\"},\n {\"title\": \"Vans Women's Hi-Top Trainers, Real White, 11 Women/9.5 Men, 8.5/10 UK, 10 UK Men/8.5 UK Women\", \"asin\": \"B0CHQLZ1N9\", \"price\": \"$63.69\", \"quantity\": \"\"},\n {\"title\": \"Vans Sk8-Hi Unisex Shoes Size 4.5, Color: Mix/True White\", \"asin\": \"B096FHQ21C\", \"price\": \"$55.65\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green\", \"asin\": \"B0CYPWJQXD\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz Women's Clipper Fashion Sneaker, Black, 9 W US\", \"asin\": \"B09MWQBN3D\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black\", \"asin\": \"B0DPMCD8GX\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7\", \"asin\": \"B0CS6P8WB4\", \"price\": \"$64.90\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6\", \"asin\": \"B0C61GRQZ7\", \"price\": \"$24.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:48:19.825Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:48:20.859Z	click	page_related	rule	2025-05-02T03:48:20.859Z	train	869	2025-05-02T03:48:20.859Z	click	page_related	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar" }, { "asin": "B0D6BYTC13" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Converse Women's Chuck 70 Sneakers, Desert Cargo/EGRET/Black, Brown, 10 Medium US", "asin": "B09NXL42W7", "price": "$90.00", "quantity": ""}, {"title": "Etnies Men's Fader Skate Shoe, Black/Green, 11", "asin": "B0BWZRL7LT", "price": "$52.99", "quantity": ""}, {"title": "Etnies Men's Barge Plus Low Top Skate Shoe, Warm Grey/Black, 8", "asin": "B0CP2FPTRV", "price": "$52.99", "quantity": ""}, {"title": "Vintage Style Street-Inspired Men's Canvas Skate Shoes - Distressed Solid Color Lace-Up Low Top Sneakers for Casual, Daily Wear - All-season Fabric Lined Rubber Sole Skateboarding Shoes with Round Toe (Army Green,9)", "asin": "B0DPL4K3MH", "price": "$52.88", "quantity": ""}, {"title": "Converse Chuck Taylor All Star Low Women's Sneakers, Lemon Drop/Black/White, Size 6.5", "asin": "B09MSKRKWB", "price": "$99.97", "quantity": ""}, {"title": "Generic Men's Brazilian Casual Sneakers, Olive, Casual Ultra Comfort.(Size 11, 43 Brazil), Khaki/White", "asin": "B0D9ZSJBXP", "price": "$29.99", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green", "asin": "B0CYPWJQXD", "price": "$59.99", "quantity": ""}, {"title": "Lugz Women's Clipper Fashion Sneaker, Black, 9 W US", "asin": "B09MWQBN3D", "price": "$29.95", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black", "asin": "B0DPMCD8GX", "price": "$79.00", "quantity": ""}, {"title": "Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7", "asin": "B0CS6P8WB4", "price": "$64.90", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6", "asin": "B0C61GRQZ7", "price": "$24.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:48:20.859Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "index": 869, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": 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\"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B0D6BYTC13\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Converse Women's Chuck 70 Sneakers, Desert Cargo/EGRET/Black, Brown, 10 Medium US\", \"asin\": \"B09NXL42W7\", \"price\": \"$90.00\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Fader Skate Shoe, Black/Green, 11\", \"asin\": \"B0BWZRL7LT\", \"price\": \"$52.99\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Barge Plus Low Top Skate Shoe, Warm Grey/Black, 8\", \"asin\": \"B0CP2FPTRV\", \"price\": \"$52.99\", \"quantity\": \"\"},\n {\"title\": \"Vintage Style Street-Inspired Men's Canvas Skate Shoes - Distressed Solid Color Lace-Up Low Top Sneakers for Casual, Daily Wear - All-season Fabric Lined Rubber Sole Skateboarding Shoes with Round Toe (Army Green,9)\", \"asin\": \"B0DPL4K3MH\", \"price\": \"$52.88\", \"quantity\": \"\"},\n {\"title\": \"Converse Chuck Taylor All Star Low Women's Sneakers, Lemon Drop/Black/White, Size 6.5\", \"asin\": \"B09MSKRKWB\", \"price\": \"$99.97\", \"quantity\": \"\"},\n {\"title\": \"Generic Men's Brazilian Casual Sneakers, Olive, Casual Ultra Comfort.(Size 11, 43 Brazil), Khaki/White\", \"asin\": \"B0D9ZSJBXP\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green\", \"asin\": \"B0CYPWJQXD\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz Women's Clipper Fashion Sneaker, Black, 9 W US\", \"asin\": \"B09MWQBN3D\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black\", \"asin\": \"B0DPMCD8GX\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7\", \"asin\": \"B0CS6P8WB4\", \"price\": \"$64.90\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6\", \"asin\": \"B0C61GRQZ7\", \"price\": \"$24.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:48:20.859Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:48:21.708Z	click	page_related	rule	2025-05-02T03:48:21.708Z	train	870	2025-05-02T03:48:21.708Z	click	page_related	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": 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"action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar" }, { "asin": "B0D6BYTC13" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Men's Brazilian Casual Sneakers, White, Casual Ultra Comfort. (Size 11, 43 Brazil)", "asin": "B0DD4H6PCG", "price": "$49.90", "quantity": ""}, {"title": "Vans Men's Modern, Black Teal, 6", "asin": "B09SPB5JP8", "price": "$58.33", "quantity": ""}, {"title": "Etnies Men's Fader Skate Shoe, Black/Green, 13", "asin": "B0BWZL3871", "price": "$52.99", "quantity": ""}, {"title": "Converse CTAS Low WMNS Shoes, Royal Flush Pink, Size 8", "asin": "B0DJCB1ZGB", "price": "$79.97", "quantity": ""}, {"title": "Womens Platform Sneakers Breathable Mesh Comfortable Walking Shoes Casual Summer Chunky Sneakers White", "asin": "B0DZHQZD44", "price": "$22.99", "quantity": ""}, {"title": "Vans Unisex Child Authentic - Red - 11", "asin": "B003FZNWMA", "price": "$31.70", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green", "asin": "B0CYPWJQXD", "price": "$59.99", "quantity": ""}, {"title": "Lugz Women's Clipper Fashion Sneaker, Black, 9 W US", "asin": "B09MWQBN3D", "price": "$29.95", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black", "asin": "B0DPMCD8GX", "price": "$79.00", "quantity": ""}, {"title": "Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7", "asin": "B0CS6P8WB4", "price": "$64.90", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6", "asin": "B0C61GRQZ7", "price": "$24.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:48:21.708Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "index": 870, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": 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\"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B0D6BYTC13\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Men's Brazilian Casual Sneakers, White, Casual Ultra Comfort. (Size 11, 43 Brazil)\", \"asin\": \"B0DD4H6PCG\", \"price\": \"$49.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Men's Modern, Black Teal, 6\", \"asin\": \"B09SPB5JP8\", \"price\": \"$58.33\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Fader Skate Shoe, Black/Green, 13\", \"asin\": \"B0BWZL3871\", \"price\": \"$52.99\", \"quantity\": \"\"},\n {\"title\": \"Converse CTAS Low WMNS Shoes, Royal Flush Pink, Size 8\", \"asin\": \"B0DJCB1ZGB\", \"price\": \"$79.97\", \"quantity\": \"\"},\n {\"title\": \"Womens Platform Sneakers Breathable Mesh Comfortable Walking Shoes Casual Summer Chunky Sneakers White\", \"asin\": \"B0DZHQZD44\", \"price\": \"$22.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex Child Authentic - Red - 11\", \"asin\": \"B003FZNWMA\", \"price\": \"$31.70\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green\", \"asin\": \"B0CYPWJQXD\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz Women's Clipper Fashion Sneaker, Black, 9 W US\", \"asin\": \"B09MWQBN3D\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black\", \"asin\": \"B0DPMCD8GX\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7\", \"asin\": \"B0CS6P8WB4\", \"price\": \"$64.90\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6\", \"asin\": \"B0C61GRQZ7\", \"price\": \"$24.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:48:21.708Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:48:22.927Z	click	page_related	rule	2025-05-02T03:48:22.927Z	train	871	2025-05-02T03:48:22.927Z	click	page_related	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar" }, { "asin": "B0D6BYTC13" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Etnies Men's Fader Skate Shoe, Black/Green, 15", "asin": "B0BWZK4HW7", "price": "$52.99", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black", "asin": "B0DPMCD8GX", "price": "$79.00", "quantity": ""}, {"title": "Vans Men's Modern, Black Teal, 6", "asin": "B09SPCQLL6", "price": "$58.33", "quantity": ""}, {"title": "Women's Simple Platform Sneakers, Casual lace-up Outdoor Shoes, Comfortable Low-top Leather Shoes (White,8)", "asin": "B0DKNWSVKC", "price": "$37.00", "quantity": ""}, {"title": "Men's Breathable Canvas Lace-Up Skate Shoes for All Season (Green,7.5)", "asin": "B0DKJC7R17", "price": "$33.90", "quantity": ""}, {"title": "Vans Sk8-Low Unisex Shoes Mens 8/ Womens 9.5, Color: 2 Tone/Asphalt", "asin": "B09SP4RP99", "price": "$54.76", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green", "asin": "B0CYPWJQXD", "price": "$59.99", "quantity": ""}, {"title": "Lugz Women's Clipper Fashion Sneaker, Black, 9 W US", "asin": "B09MWQBN3D", "price": "$29.95", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black", "asin": "B0DPMCD8GX", "price": "$79.00", "quantity": ""}, {"title": "Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7", "asin": "B0CS6P8WB4", "price": "$64.90", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6", "asin": "B0C61GRQZ7", "price": "$24.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:48:22.927Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "index": 871, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B0D6BYTC13\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Etnies Men's Fader Skate Shoe, Black/Green, 15\", \"asin\": \"B0BWZK4HW7\", \"price\": \"$52.99\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black\", \"asin\": \"B0DPMCD8GX\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Vans Men's Modern, Black Teal, 6\", \"asin\": \"B09SPCQLL6\", \"price\": \"$58.33\", \"quantity\": \"\"},\n {\"title\": \"Women's Simple Platform Sneakers, Casual lace-up Outdoor Shoes, Comfortable Low-top Leather Shoes (White,8)\", \"asin\": \"B0DKNWSVKC\", \"price\": \"$37.00\", \"quantity\": \"\"},\n {\"title\": \"Men's Breathable Canvas Lace-Up Skate Shoes for All Season (Green,7.5)\", \"asin\": \"B0DKJC7R17\", \"price\": \"$33.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Sk8-Low Unisex Shoes Mens 8/ Womens 9.5, Color: 2 Tone/Asphalt\", \"asin\": \"B09SP4RP99\", \"price\": \"$54.76\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green\", \"asin\": \"B0CYPWJQXD\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz Women's Clipper Fashion Sneaker, Black, 9 W US\", \"asin\": \"B09MWQBN3D\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black\", \"asin\": \"B0DPMCD8GX\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7\", \"asin\": \"B0CS6P8WB4\", \"price\": \"$64.90\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6\", \"asin\": \"B0C61GRQZ7\", \"price\": \"$24.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:48:22.927Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:48:25.088Z	click	page_related	rule	2025-05-02T03:48:25.088Z	train	872	2025-05-02T03:48:25.088Z	click	page_related	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar" }, { "asin": "B0D6BYTC13" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Men's Breathable Canvas Lace-Up Skate Shoes for All Season (Green,9)", "asin": "B0DKJB1NB2", "price": "$33.90", "quantity": ""}, {"title": "Vans Comfycush Authentic Unisex Shoes Mens 7.5/ Womens 9, Color: White/White-White", "asin": "B0B8C742GZ", "price": "$54.76", "quantity": ""}, {"title": "Men's Canvas Low Top Shoes Skate Shoes Fashion Sneakers for Men Comfortable Walking Casual Shoes", "asin": "B0C9ZX3JFF", "price": "$23.99", "quantity": ""}, {"title": "RAYCHY Children's Casual Shoes Boys Breathable Non-Slip Light Sneakers Unisex Luminous Sneakers for Girls Sport Running Shoes(9,Blue)", "asin": "B09JK6N7D2", "price": "$36.99", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "Vans Unisex SK8-Hi Black/Black/White VN000D5IB8C Mens 8.5, Womens 10", "asin": "B01N05QNMH", "price": "$60.71", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green", "asin": "B0CYPWJQXD", "price": "$59.99", "quantity": ""}, {"title": "Lugz Women's Clipper Fashion Sneaker, Black, 9 W US", "asin": "B09MWQBN3D", "price": "$29.95", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black", "asin": "B0DPMCD8GX", "price": "$79.00", "quantity": ""}, {"title": "Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7", "asin": "B0CS6P8WB4", "price": "$64.90", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6", "asin": "B0C61GRQZ7", "price": "$24.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:48:25.088Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>page_related</answer_argument>", "index": 872, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": 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\"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B0D6BYTC13\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Men's Breathable Canvas Lace-Up Skate Shoes for All Season (Green,9)\", \"asin\": \"B0DKJB1NB2\", \"price\": \"$33.90\", \"quantity\": \"\"},\n {\"title\": \"Vans Comfycush Authentic Unisex Shoes Mens 7.5/ Womens 9, Color: White/White-White\", \"asin\": \"B0B8C742GZ\", \"price\": \"$54.76\", \"quantity\": \"\"},\n {\"title\": \"Men's Canvas Low Top Shoes Skate Shoes Fashion Sneakers for Men Comfortable Walking Casual Shoes\", \"asin\": \"B0C9ZX3JFF\", \"price\": \"$23.99\", \"quantity\": \"\"},\n {\"title\": \"RAYCHY Children's Casual Shoes Boys Breathable Non-Slip Light Sneakers Unisex Luminous Sneakers for Girls Sport Running Shoes(9,Blue)\", \"asin\": \"B09JK6N7D2\", \"price\": \"$36.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"Vans Unisex SK8-Hi Black/Black/White VN000D5IB8C Mens 8.5, Womens 10\", \"asin\": \"B01N05QNMH\", \"price\": \"$60.71\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green\", \"asin\": \"B0CYPWJQXD\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz Women's Clipper Fashion Sneaker, Black, 9 W US\", \"asin\": \"B09MWQBN3D\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black\", \"asin\": \"B0DPMCD8GX\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7\", \"asin\": \"B0CS6P8WB4\", \"price\": \"$64.90\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6\", \"asin\": \"B0C61GRQZ7\", \"price\": \"$24.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:48:25.088Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:48:28.548Z	click	product_option	rule	2025-05-02T03:48:28.548Z	train	873	2025-05-02T03:48:28.548Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": 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"2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar" }, { "asin": "B0D6BYTC13" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "J. Adams Hero Platform Sneakers for Women - Casual Lace Up Fashion Tennis Shoes - Rainbow - 5.5", "asin": "B074CQCJPT", "price": "$36.99", "quantity": ""}, {"title": "Men's Trendy Solid Skateboard Shoes with Adjustable Lace Non Slip Low Top Comfy for Outdoor Walking Jogging Traveling Spring Summer Autumn (Green,7.5)", "asin": "B0DFC1JXV3", "price": "$33.90", "quantity": ""}, {"title": "DVTENI Unisex-Child Black Boys Girls Shoes Antiskid Tennis Sneakers Outdoor Casual Kids Running Shoes(Toddler/Little Kid/Big Kid)", "asin": "B0D3TR6P95", "price": "$27.99", "quantity": ""}, {"title": "FUNCOO PLUS Kids Toddler Sneakers Girls Boys High Top Canvas Shoes Unisex-Child Casual Shoes, Roar Dinosaur, Todder Size 10", "asin": "B0CTY4581X", "price": "$20.99", "quantity": ""}, {"title": "Old Skool Shoes x Bape Camo Custom Handmade Uni-Sex Shoes By Patch Collection", "asin": "B07KBFCH1C", "price": "$209.99", "quantity": ""}, {"title": "Vans Kids Baby Boy's Era 59 (Toddler) (Cord & Plaid) Black/Black 6.5 Toddler M", "asin": "B018V1EZY6", "price": "$49.53", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green", "asin": "B0CYPWJQXD", "price": "$59.99", "quantity": ""}, {"title": "Lugz Women's Clipper Fashion Sneaker, Black, 9 W US", "asin": "B09MWQBN3D", "price": "$29.95", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black", "asin": "B0DPMCD8GX", "price": "$79.00", "quantity": ""}, {"title": "Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7", "asin": "B0CS6P8WB4", "price": "$64.90", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6", "asin": "B0C61GRQZ7", "price": "$24.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:48:28.548Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 873, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B0D6BYTC13\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"J. Adams Hero Platform Sneakers for Women - Casual Lace Up Fashion Tennis Shoes - Rainbow - 5.5\", \"asin\": \"B074CQCJPT\", \"price\": \"$36.99\", \"quantity\": \"\"},\n {\"title\": \"Men's Trendy Solid Skateboard Shoes with Adjustable Lace Non Slip Low Top Comfy for Outdoor Walking Jogging Traveling Spring Summer Autumn (Green,7.5)\", \"asin\": \"B0DFC1JXV3\", \"price\": \"$33.90\", \"quantity\": \"\"},\n {\"title\": \"DVTENI Unisex-Child Black Boys Girls Shoes Antiskid Tennis Sneakers Outdoor Casual Kids Running Shoes(Toddler/Little Kid/Big Kid)\", \"asin\": \"B0D3TR6P95\", \"price\": \"$27.99\", \"quantity\": \"\"},\n {\"title\": \"FUNCOO PLUS Kids Toddler Sneakers Girls Boys High Top Canvas Shoes Unisex-Child Casual Shoes, Roar Dinosaur, Todder Size 10\", \"asin\": \"B0CTY4581X\", \"price\": \"$20.99\", \"quantity\": \"\"},\n {\"title\": \"Old Skool Shoes x Bape Camo Custom Handmade Uni-Sex Shoes By Patch Collection\", \"asin\": \"B07KBFCH1C\", \"price\": \"$209.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Kids Baby Boy's Era 59 (Toddler) (Cord & Plaid) Black/Black 6.5 Toddler M\", \"asin\": \"B018V1EZY6\", \"price\": \"$49.53\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green\", \"asin\": \"B0CYPWJQXD\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz Women's Clipper Fashion Sneaker, Black, 9 W US\", \"asin\": \"B09MWQBN3D\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black\", \"asin\": \"B0DPMCD8GX\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7\", \"asin\": \"B0CS6P8WB4\", \"price\": \"$64.90\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6\", \"asin\": \"B0C61GRQZ7\", \"price\": \"$24.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:48:28.548Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:48:40.797Z	click	product_option	rule	2025-05-02T03:48:40.797Z	train	874	2025-05-02T03:48:40.797Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar" }, { "asin": "B0D6BYTC13" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "J. Adams Hero Platform Sneakers for Women - Casual Lace Up Fashion Tennis Shoes - Rainbow - 5.5", "asin": "B074CQCJPT", "price": "$36.99", "quantity": ""}, {"title": "Men's Trendy Solid Skateboard Shoes with Adjustable Lace Non Slip Low Top Comfy for Outdoor Walking Jogging Traveling Spring Summer Autumn (Green,7.5)", "asin": "B0DFC1JXV3", "price": "$33.90", "quantity": ""}, {"title": "DVTENI Unisex-Child Black Boys Girls Shoes Antiskid Tennis Sneakers Outdoor Casual Kids Running Shoes(Toddler/Little Kid/Big Kid)", "asin": "B0D3TR6P95", "price": "$27.99", "quantity": ""}, {"title": "FUNCOO PLUS Kids Toddler Sneakers Girls Boys High Top Canvas Shoes Unisex-Child Casual Shoes, Roar Dinosaur, Todder Size 10", "asin": "B0CTY4581X", "price": "$20.99", "quantity": ""}, {"title": "Old Skool Shoes x Bape Camo Custom Handmade Uni-Sex Shoes By Patch Collection", "asin": "B07KBFCH1C", "price": "$209.99", "quantity": ""}, {"title": "Vans Kids Baby Boy's Era 59 (Toddler) (Cord & Plaid) Black/Black 6.5 Toddler M", "asin": "B018V1EZY6", "price": "$49.53", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green", "asin": "B0CYPWJQXD", "price": "$59.99", "quantity": ""}, {"title": "Lugz Women's Clipper Fashion Sneaker, Black, 9 W US", "asin": "B09MWQBN3D", "price": "$29.95", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black", "asin": "B0DPMCD8GX", "price": "$79.00", "quantity": ""}, {"title": "Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7", "asin": "B0CS6P8WB4", "price": "$64.90", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6", "asin": "B0C61GRQZ7", "price": "$24.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:48:40.797Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 874, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vulcanized construction Waffle outsole Skate influenced design Double stitched multi-panel part for durability Padded tongue and collar\"\n},\n {\n \"asin\": \"B0D6BYTC13\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"J. Adams Hero Platform Sneakers for Women - Casual Lace Up Fashion Tennis Shoes - Rainbow - 5.5\", \"asin\": \"B074CQCJPT\", \"price\": \"$36.99\", \"quantity\": \"\"},\n {\"title\": \"Men's Trendy Solid Skateboard Shoes with Adjustable Lace Non Slip Low Top Comfy for Outdoor Walking Jogging Traveling Spring Summer Autumn (Green,7.5)\", \"asin\": \"B0DFC1JXV3\", \"price\": \"$33.90\", \"quantity\": \"\"},\n {\"title\": \"DVTENI Unisex-Child Black Boys Girls Shoes Antiskid Tennis Sneakers Outdoor Casual Kids Running Shoes(Toddler/Little Kid/Big Kid)\", \"asin\": \"B0D3TR6P95\", \"price\": \"$27.99\", \"quantity\": \"\"},\n {\"title\": \"FUNCOO PLUS Kids Toddler Sneakers Girls Boys High Top Canvas Shoes Unisex-Child Casual Shoes, Roar Dinosaur, Todder Size 10\", \"asin\": \"B0CTY4581X\", \"price\": \"$20.99\", \"quantity\": \"\"},\n {\"title\": \"Old Skool Shoes x Bape Camo Custom Handmade Uni-Sex Shoes By Patch Collection\", \"asin\": \"B07KBFCH1C\", \"price\": \"$209.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Kids Baby Boy's Era 59 (Toddler) (Cord & Plaid) Black/Black 6.5 Toddler M\", \"asin\": \"B018V1EZY6\", \"price\": \"$49.53\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green\", \"asin\": \"B0CYPWJQXD\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz Women's Clipper Fashion Sneaker, Black, 9 W US\", \"asin\": \"B09MWQBN3D\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Low Top Pro Skate Shoes Casual Sneakers with Anti-Slip Trainers Shock Absorption Properties Black\", \"asin\": \"B0DPMCD8GX\", \"price\": \"$79.00\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Jameson 2 Eco Skate Shoe, Grey/Grey/Blue, 7\", \"asin\": \"B0CS6P8WB4\", \"price\": \"$64.90\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US6\", \"asin\": \"B0C61GRQZ7\", \"price\": \"$24.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:48:40.797Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:48:49.028Z	click	product_option	rule	2025-05-02T03:48:49.028Z	train	875	2025-05-02T03:48:49.028Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$45.03", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Black, Numeric_8)", "asin": "B08LSG5V7Z", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Tscoyuki Womens Sneakers: Lace Up Shoes for Women, Trendy Platform Sneakers for Women Casual Women Footwear - Walking Shoes Women Non Slip Women's Fashion Sneakers Beige Green", "asin": "B0DS1TJXKT", "price": "$29.40", "quantity": ""}, {"title": "yageyan Womens High Top Sneakers Womens Platform Shoes Canvas Shoes for Womens Tennis Shoes Classic Casual Comfortable(red08)", "asin": "B0CW14L7SF", "price": "$28.49", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:48:49.028Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 875, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": 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\"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$45.03\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Black, Numeric_8)\", \"asin\": \"B08LSG5V7Z\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Tscoyuki Womens Sneakers: Lace Up Shoes for Women, Trendy Platform Sneakers for Women Casual Women Footwear - Walking Shoes Women Non Slip Women's Fashion Sneakers Beige Green\", \"asin\": \"B0DS1TJXKT\", \"price\": \"$29.40\", \"quantity\": \"\"},\n {\"title\": \"yageyan Womens High Top Sneakers Womens Platform Shoes Canvas Shoes for Womens Tennis Shoes Classic Casual Comfortable(red08)\", \"asin\": \"B0CW14L7SF\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:48:49.028Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:48:52.743Z	click	other	rule	2025-05-02T03:48:52.743Z	train	876	2025-05-02T03:48:52.743Z	click	other	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", 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"2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$45.03", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Black, Numeric_8)", "asin": "B08LSG5V7Z", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Tscoyuki Womens Sneakers: Lace Up Shoes for Women, Trendy Platform Sneakers for Women Casual Women Footwear - Walking Shoes Women Non Slip Women's Fashion Sneakers Beige Green", "asin": "B0DS1TJXKT", "price": "$29.40", "quantity": ""}, {"title": "yageyan Womens High Top Sneakers Womens Platform Shoes Canvas Shoes for Womens Tennis Shoes Classic Casual Comfortable(red08)", "asin": "B0CW14L7SF", "price": "$28.49", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:48:52.743Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>other</answer_argument>", "index": 876, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", 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\"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$45.03\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Black, Numeric_8)\", \"asin\": \"B08LSG5V7Z\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Tscoyuki Womens Sneakers: Lace Up Shoes for Women, Trendy Platform Sneakers for Women Casual Women Footwear - Walking Shoes Women Non Slip Women's Fashion Sneakers Beige Green\", \"asin\": \"B0DS1TJXKT\", \"price\": \"$29.40\", \"quantity\": \"\"},\n {\"title\": \"yageyan Womens High Top Sneakers Womens Platform Shoes Canvas Shoes for Womens Tennis Shoes Classic Casual Comfortable(red08)\", \"asin\": \"B0CW14L7SF\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:48:52.743Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:48:56.127Z	click	product_option	rule	2025-05-02T03:48:56.127Z	train	877	2025-05-02T03:48:56.127Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": 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{"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$45.03", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Black, Numeric_8)", "asin": "B08LSG5V7Z", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Tscoyuki Womens Sneakers: Lace Up Shoes for Women, Trendy Platform Sneakers for Women Casual Women Footwear - Walking Shoes Women Non Slip Women's Fashion Sneakers Beige Green", "asin": "B0DS1TJXKT", "price": "$29.40", "quantity": ""}, {"title": "yageyan Womens High Top Sneakers Womens Platform Shoes Canvas Shoes for Womens Tennis Shoes Classic Casual Comfortable(red08)", "asin": "B0CW14L7SF", "price": "$28.49", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:48:56.127Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 877, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$45.03\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Black, Numeric_8)\", \"asin\": \"B08LSG5V7Z\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Tscoyuki Womens Sneakers: Lace Up Shoes for Women, Trendy Platform Sneakers for Women Casual Women Footwear - Walking Shoes Women Non Slip Women's Fashion Sneakers Beige Green\", \"asin\": \"B0DS1TJXKT\", \"price\": \"$29.40\", \"quantity\": \"\"},\n {\"title\": \"yageyan Womens High Top Sneakers Womens Platform Shoes Canvas Shoes for Womens Tennis Shoes Classic Casual Comfortable(red08)\", \"asin\": \"B0CW14L7SF\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:48:56.127Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:48:58.360Z	click	product_option	rule	2025-05-02T03:48:58.360Z	train	878	2025-05-02T03:48:58.360Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$45.03", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Black, Numeric_8)", "asin": "B08LSG5V7Z", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Tscoyuki Womens Sneakers: Lace Up Shoes for Women, Trendy Platform Sneakers for Women Casual Women Footwear - Walking Shoes Women Non Slip Women's Fashion Sneakers Beige Green", "asin": "B0DS1TJXKT", "price": "$29.40", "quantity": ""}, {"title": "yageyan Womens High Top Sneakers Womens Platform Shoes Canvas Shoes for Womens Tennis Shoes Classic Casual Comfortable(red08)", "asin": "B0CW14L7SF", "price": "$28.49", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:48:58.360Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 878, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$45.03\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Black, Numeric_8)\", \"asin\": \"B08LSG5V7Z\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Tscoyuki Womens Sneakers: Lace Up Shoes for Women, Trendy Platform Sneakers for Women Casual Women Footwear - Walking Shoes Women Non Slip Women's Fashion Sneakers Beige Green\", \"asin\": \"B0DS1TJXKT\", \"price\": \"$29.40\", \"quantity\": \"\"},\n {\"title\": \"yageyan Womens High Top Sneakers Womens Platform Shoes Canvas Shoes for Womens Tennis Shoes Classic Casual Comfortable(red08)\", \"asin\": \"B0CW14L7SF\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:48:58.360Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:49:00.924Z	click	product_option	rule	2025-05-02T03:49:00.924Z	train	879	2025-05-02T03:49:00.924Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B093ZS5N7Y" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5", "asin": "B08B611927", "price": "$39.97", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "ikunka Men's Fashion Sneakers Lightweight Breathable Walking Shoes Tennis Cross Training Shoe Non Slip Trail Running Shoes\uff08Black 15\uff09", "asin": "B0BKSW3T54", "price": "$46.99", "quantity": ""}, {"title": "Etnies Men's Fader Skate Shoe, Black/Green, 11", "asin": "B0BWZRL7LT", "price": "$52.99", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "DC Men's Pure Low Top Lace Up Casual Skate Shoe Sneaker, Black/Black/White, 9", "asin": "B00ZQHQBU0", "price": "$61.50", "quantity": ""}, {"title": "Etnies Men's Jameson 2 ECO Skate Shoe, Brown/tan/Brown, 9.5 Medium US", "asin": "B07KRYPMZX", "price": "$83.90", "quantity": ""}, {"title": "DEXJEWU Men's Casual Dress Oxfords Business Walking Shoes Comfortable Mesh Work Sneakers, 003 Dark Grey, 8", "asin": "B0CTHVGW7N", "price": "$39.99", "quantity": ""}, {"title": "Josmo Etnies Mens Skateboard Sneakers Active Casual Wear Tennis, Sable Black, 10.5", "asin": "B0DGJ58GBK", "price": "$34.99", "quantity": ""}, {"title": "ikunka Men's Fashion Sneakers Lightweight Breathable Walking Shoes Tennis Cross Training Shoe Non Slip Trail Running Shoes\uff08Fluorescent Green 10.5\uff09", "asin": "B0BKSXJLWW", "price": "$43.69", "quantity": ""}, {"title": "DC Men's Pure Low Top Lace Up Casual Skate Shoe Sneaker, Black/Black/White, 8.5", "asin": "B00ZQHQ8Q2", "price": "$61.50", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5", "asin": "B08B611927", "price": "$39.97", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:49:00.924Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 879, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B093ZS5N7Y\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5\", \"asin\": \"B08B611927\", \"price\": \"$39.97\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"ikunka Men's Fashion Sneakers Lightweight Breathable Walking Shoes Tennis Cross Training Shoe Non Slip Trail Running Shoes\\uff08Black 15\\uff09\", \"asin\": \"B0BKSW3T54\", \"price\": \"$46.99\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Fader Skate Shoe, Black/Green, 11\", \"asin\": \"B0BWZRL7LT\", \"price\": \"$52.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"DC Men's Pure Low Top Lace Up Casual Skate Shoe Sneaker, Black/Black/White, 9\", \"asin\": \"B00ZQHQBU0\", \"price\": \"$61.50\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Jameson 2 ECO Skate Shoe, Brown/tan/Brown, 9.5 Medium US\", \"asin\": \"B07KRYPMZX\", \"price\": \"$83.90\", \"quantity\": \"\"},\n {\"title\": \"DEXJEWU Men's Casual Dress Oxfords Business Walking Shoes Comfortable Mesh Work Sneakers, 003 Dark Grey, 8\", \"asin\": \"B0CTHVGW7N\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"Josmo Etnies Mens Skateboard Sneakers Active Casual Wear Tennis, Sable Black, 10.5\", \"asin\": \"B0DGJ58GBK\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"ikunka Men's Fashion Sneakers Lightweight Breathable Walking Shoes Tennis Cross Training Shoe Non Slip Trail Running Shoes\\uff08Fluorescent Green 10.5\\uff09\", \"asin\": \"B0BKSXJLWW\", \"price\": \"$43.69\", \"quantity\": \"\"},\n {\"title\": \"DC Men's Pure Low Top Lace Up Casual Skate Shoe Sneaker, Black/Black/White, 8.5\", \"asin\": \"B00ZQHQ8Q2\", \"price\": \"$61.50\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5\", \"asin\": \"B08B611927\", \"price\": \"$39.97\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:49:00.924Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:49:02.144Z	click	product_option	rule	2025-05-02T03:49:02.144Z	train	880	2025-05-02T03:49:02.144Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B093ZS5N7Y" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5", "asin": "B08B611927", "price": "$39.97", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "ikunka Men's Fashion Sneakers Lightweight Breathable Walking Shoes Tennis Cross Training Shoe Non Slip Trail Running Shoes\uff08Black 15\uff09", "asin": "B0BKSW3T54", "price": "$46.99", "quantity": ""}, {"title": "Etnies Men's Fader Skate Shoe, Black/Green, 11", "asin": "B0BWZRL7LT", "price": "$52.99", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "DC Men's Pure Low Top Lace Up Casual Skate Shoe Sneaker, Black/Black/White, 9", "asin": "B00ZQHQBU0", "price": "$61.50", "quantity": ""}, {"title": "Etnies Men's Jameson 2 ECO Skate Shoe, Brown/tan/Brown, 9.5 Medium US", "asin": "B07KRYPMZX", "price": "$83.90", "quantity": ""}, {"title": "DEXJEWU Men's Casual Dress Oxfords Business Walking Shoes Comfortable Mesh Work Sneakers, 003 Dark Grey, 8", "asin": "B0CTHVGW7N", "price": "$39.99", "quantity": ""}, {"title": "Josmo Etnies Mens Skateboard Sneakers Active Casual Wear Tennis, Sable Black, 10.5", "asin": "B0DGJ58GBK", "price": "$34.99", "quantity": ""}, {"title": "ikunka Men's Fashion Sneakers Lightweight Breathable Walking Shoes Tennis Cross Training Shoe Non Slip Trail Running Shoes\uff08Fluorescent Green 10.5\uff09", "asin": "B0BKSXJLWW", "price": "$43.69", "quantity": ""}, {"title": "DC Men's Pure Low Top Lace Up Casual Skate Shoe Sneaker, Black/Black/White, 8.5", "asin": "B00ZQHQ8Q2", "price": "$61.50", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5", "asin": "B08B611927", "price": "$39.97", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:49:02.144Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 880, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:00.924Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B093ZS5N7Y\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5\", \"asin\": \"B08B611927\", \"price\": \"$39.97\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"ikunka Men's Fashion Sneakers Lightweight Breathable Walking Shoes Tennis Cross Training Shoe Non Slip Trail Running Shoes\\uff08Black 15\\uff09\", \"asin\": \"B0BKSW3T54\", \"price\": \"$46.99\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Fader Skate Shoe, Black/Green, 11\", \"asin\": \"B0BWZRL7LT\", \"price\": \"$52.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"DC Men's Pure Low Top Lace Up Casual Skate Shoe Sneaker, Black/Black/White, 9\", \"asin\": \"B00ZQHQBU0\", \"price\": \"$61.50\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Jameson 2 ECO Skate Shoe, Brown/tan/Brown, 9.5 Medium US\", \"asin\": \"B07KRYPMZX\", \"price\": \"$83.90\", \"quantity\": \"\"},\n {\"title\": \"DEXJEWU Men's Casual Dress Oxfords Business Walking Shoes Comfortable Mesh Work Sneakers, 003 Dark Grey, 8\", \"asin\": \"B0CTHVGW7N\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"Josmo Etnies Mens Skateboard Sneakers Active Casual Wear Tennis, Sable Black, 10.5\", \"asin\": \"B0DGJ58GBK\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"ikunka Men's Fashion Sneakers Lightweight Breathable Walking Shoes Tennis Cross Training Shoe Non Slip Trail Running Shoes\\uff08Fluorescent Green 10.5\\uff09\", \"asin\": \"B0BKSXJLWW\", \"price\": \"$43.69\", \"quantity\": \"\"},\n {\"title\": \"DC Men's Pure Low Top Lace Up Casual Skate Shoe Sneaker, Black/Black/White, 8.5\", \"asin\": \"B00ZQHQ8Q2\", \"price\": \"$61.50\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5\", \"asin\": \"B08B611927\", \"price\": \"$39.97\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:49:02.144Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:49:03.958Z	click	product_option	rule	2025-05-02T03:49:03.958Z	train	881	2025-05-02T03:49:03.958Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B093ZR4RN9" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5", "asin": "B08B611927", "price": "$39.97", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "ikunka Men's Fashion Sneakers Lightweight Breathable Walking Shoes Tennis Cross Training Shoe Non Slip Trail Running Shoes\uff08Black 15\uff09", "asin": "B0BKSW3T54", "price": "$46.99", "quantity": ""}, {"title": "Etnies Men's Fader Skate Shoe, Black/Green, 11", "asin": "B0BWZRL7LT", "price": "$52.99", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "DC Men's Pure Low Top Lace Up Casual Skate Shoe Sneaker, Black/Black/White, 9", "asin": "B00ZQHQBU0", "price": "$61.50", "quantity": ""}, {"title": "Etnies Men's Jameson 2 ECO Skate Shoe, Brown/tan/Brown, 9.5 Medium US", "asin": "B07KRYPMZX", "price": "$83.90", "quantity": ""}, {"title": "DEXJEWU Men's Casual Dress Oxfords Business Walking Shoes Comfortable Mesh Work Sneakers, 003 Dark Grey, 8", "asin": "B0CTHVGW7N", "price": "$39.99", "quantity": ""}, {"title": "Josmo Etnies Mens Skateboard Sneakers Active Casual Wear Tennis, Sable Black, 10.5", "asin": "B0DGJ58GBK", "price": "$34.99", "quantity": ""}, {"title": "ikunka Men's Fashion Sneakers Lightweight Breathable Walking Shoes Tennis Cross Training Shoe Non Slip Trail Running Shoes\uff08Fluorescent Green 10.5\uff09", "asin": "B0BKSXJLWW", "price": "$43.69", "quantity": ""}, {"title": "DC Men's Pure Low Top Lace Up Casual Skate Shoe Sneaker, Black/Black/White, 8.5", "asin": "B00ZQHQ8Q2", "price": "$61.50", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5", "asin": "B08B611927", "price": "$39.97", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:49:03.958Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 881, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:00.924Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:02.144Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B093ZR4RN9\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5\", \"asin\": \"B08B611927\", \"price\": \"$39.97\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"ikunka Men's Fashion Sneakers Lightweight Breathable Walking Shoes Tennis Cross Training Shoe Non Slip Trail Running Shoes\\uff08Black 15\\uff09\", \"asin\": \"B0BKSW3T54\", \"price\": \"$46.99\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Fader Skate Shoe, Black/Green, 11\", \"asin\": \"B0BWZRL7LT\", \"price\": \"$52.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"DC Men's Pure Low Top Lace Up Casual Skate Shoe Sneaker, Black/Black/White, 9\", \"asin\": \"B00ZQHQBU0\", \"price\": \"$61.50\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Jameson 2 ECO Skate Shoe, Brown/tan/Brown, 9.5 Medium US\", \"asin\": \"B07KRYPMZX\", \"price\": \"$83.90\", \"quantity\": \"\"},\n {\"title\": \"DEXJEWU Men's Casual Dress Oxfords Business Walking Shoes Comfortable Mesh Work Sneakers, 003 Dark Grey, 8\", \"asin\": \"B0CTHVGW7N\", \"price\": \"$39.99\", \"quantity\": \"\"},\n {\"title\": \"Josmo Etnies Mens Skateboard Sneakers Active Casual Wear Tennis, Sable Black, 10.5\", \"asin\": \"B0DGJ58GBK\", \"price\": \"$34.99\", \"quantity\": \"\"},\n {\"title\": \"ikunka Men's Fashion Sneakers Lightweight Breathable Walking Shoes Tennis Cross Training Shoe Non Slip Trail Running Shoes\\uff08Fluorescent Green 10.5\\uff09\", \"asin\": \"B0BKSXJLWW\", \"price\": \"$43.69\", \"quantity\": \"\"},\n {\"title\": \"DC Men's Pure Low Top Lace Up Casual Skate Shoe Sneaker, Black/Black/White, 8.5\", \"asin\": \"B00ZQHQ8Q2\", \"price\": \"$61.50\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5\", \"asin\": \"B08B611927\", \"price\": \"$39.97\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:49:03.958Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:49:04.943Z	click	product_option	rule	2025-05-02T03:49:04.943Z	train	882	2025-05-02T03:49:04.943Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:03.958Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Rubber sole Shaft measures approximately Medium from arch" }, { "asin": "B093ZR4RN9" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7", "asin": "B0C61HBP8L", "price": "$24.99", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US", "asin": "B09NQT8XTV", "price": "$29.76", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5", "asin": "B08Z6T9K6F", "price": "$24.95", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "Etnies Men's Fader Skate Shoe, Black/Green, 11", "asin": "B0BWZRL7LT", "price": "$52.99", "quantity": ""}, {"title": "DC Men's Court Graffik SQ Low Top Casual Skate Shoe, White/Black/Black, 10", "asin": "B0BMQW56N4", "price": "$69.66", "quantity": ""}, {"title": "SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green", "asin": "B0CYPWJQXD", "price": "$59.99", "quantity": ""}, {"title": "DC Men's Pure Low Top Lace Up Casual Skate Shoe Sneaker, Black/Black/White, 9", "asin": "B00ZQHQBU0", "price": "$61.50", "quantity": ""}, {"title": "DC Men's Gaveler Skate Shoe, 14 Black", "asin": "B0CN36Z54J", "price": "$60.00", "quantity": ""}, {"title": "DC Men's Court Graffik SQ Low Top Casual Skate Shoe, White/Black/Black, 13", "asin": "B0BMQV6XWT", "price": "$69.95", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US", "asin": "B08Z79RYBF", "price": "$49.99", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US", "asin": "B09NQT8XTV", "price": "$29.76", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:49:04.943Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 882, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:00.924Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:02.144Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:03.958Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Rubber sole Shaft measures approximately Medium from arch\"\n},\n {\n \"asin\": \"B093ZR4RN9\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Witwatia Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women White US7\", \"asin\": \"B0C61HBP8L\", \"price\": \"$24.99\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US\", \"asin\": \"B09NQT8XTV\", \"price\": \"$29.76\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Black/Black, 10.5\", \"asin\": \"B08Z6T9K6F\", \"price\": \"$24.95\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Etnies Men's Fader Skate Shoe, Black/Green, 11\", \"asin\": \"B0BWZRL7LT\", \"price\": \"$52.99\", \"quantity\": \"\"},\n {\"title\": \"DC Men's Court Graffik SQ Low Top Casual Skate Shoe, White/Black/Black, 10\", \"asin\": \"B0BMQW56N4\", \"price\": \"$69.66\", \"quantity\": \"\"},\n {\"title\": \"SEW BY SOU Skateboard Shoes for Men Leather Low Top Pro Skateboarding Training Casual Sneakers Green\", \"asin\": \"B0CYPWJQXD\", \"price\": \"$59.99\", \"quantity\": \"\"},\n {\"title\": \"DC Men's Pure Low Top Lace Up Casual Skate Shoe Sneaker, Black/Black/White, 9\", \"asin\": \"B00ZQHQBU0\", \"price\": \"$61.50\", \"quantity\": \"\"},\n {\"title\": \"DC Men's Gaveler Skate Shoe, 14 Black\", \"asin\": \"B0CN36Z54J\", \"price\": \"$60.00\", \"quantity\": \"\"},\n {\"title\": \"DC Men's Court Graffik SQ Low Top Casual Skate Shoe, White/Black/Black, 13\", \"asin\": \"B0BMQV6XWT\", \"price\": \"$69.95\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Blue/White, 11.5 M US\", \"asin\": \"B08Z79RYBF\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Lugz Womens Clipper Fashion Sneaker, White/White, 8.5 Wide US\", \"asin\": \"B09NQT8XTV\", \"price\": \"$29.76\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:49:04.943Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:49:06.946Z	click	product_option	rule	2025-05-02T03:49:06.946Z	train	883	2025-05-02T03:49:06.946Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:03.958Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:04.943Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Women's size 7.5 US / Men's size 6 US" }, { "asin": "B093ZRG7PY" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Reebok unisex adult Classic Leather Sneaker, Ftwr White/Pure Grey 3/Reebok Rubber Gum-03, 7 Women 5.5 Men US", "asin": "B093TYW6VJ", "price": "$80.00", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5", "asin": "B08B611927", "price": "$39.97", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Cull4U Unisex-Adult Freeness High-Top Sneaker Shoe (Womens12.5Mens11,Camel)", "asin": "B0DPMMJ2CX", "price": "$29.99", "quantity": ""}, {"title": "Lugz Men's Flip Shoe, White, 12 D US", "asin": "B07HQWJNDV", "price": "$23.32", "quantity": ""}, {"title": "Cull4U Unisex NewRetro Low-Top Sneaker Shoe (Womens12.5Mens11,Black)", "asin": "B0DJJY29ZK", "price": "$26.99", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "VANELi Queen (Beige Nival, US Footwear Size System, Adult, Women, Numeric, Narrow, 7.5)", "asin": "B0D1GRZBVT", "price": "$174.95", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5", "asin": "B08B611927", "price": "$39.97", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Lugz Women's Clipper Fashion Sneaker, Black, 9 W US", "asin": "B09MWQBN3D", "price": "$29.95", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:49:06.946Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 883, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:00.924Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:02.144Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:03.958Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:04.943Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Women's size 7.5 US / Men's size 6 US\"\n},\n {\n \"asin\": \"B093ZRG7PY\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Reebok unisex adult Classic Leather Sneaker, Ftwr White/Pure Grey 3/Reebok Rubber Gum-03, 7 Women 5.5 Men US\", \"asin\": \"B093TYW6VJ\", \"price\": \"$80.00\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5\", \"asin\": \"B08B611927\", \"price\": \"$39.97\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Cull4U Unisex-Adult Freeness High-Top Sneaker Shoe (Womens12.5Mens11,Camel)\", \"asin\": \"B0DPMMJ2CX\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz Men's Flip Shoe, White, 12 D US\", \"asin\": \"B07HQWJNDV\", \"price\": \"$23.32\", \"quantity\": \"\"},\n {\"title\": \"Cull4U Unisex NewRetro Low-Top Sneaker Shoe (Womens12.5Mens11,Black)\", \"asin\": \"B0DJJY29ZK\", \"price\": \"$26.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"VANELi Queen (Beige Nival, US Footwear Size System, Adult, Women, Numeric, Narrow, 7.5)\", \"asin\": \"B0D1GRZBVT\", \"price\": \"$174.95\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5\", \"asin\": \"B08B611927\", \"price\": \"$39.97\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Lugz Women's Clipper Fashion Sneaker, Black, 9 W US\", \"asin\": \"B09MWQBN3D\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:49:06.946Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:49:11.193Z	click	product_option	rule	2025-05-02T03:49:11.193Z	train	884	2025-05-02T03:49:11.193Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:03.958Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:04.943Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:06.946Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Women's size 7.5 US / Men's size 6 US" }, { "asin": "B093ZRG7PY" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "Reebok unisex adult Classic Leather Sneaker, Ftwr White/Pure Grey 3/Reebok Rubber Gum-03, 7 Women 5.5 Men US", "asin": "B093TYW6VJ", "price": "$80.00", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5", "asin": "B08B611927", "price": "$39.97", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Cull4U Unisex-Adult Freeness High-Top Sneaker Shoe (Womens12.5Mens11,Camel)", "asin": "B0DPMMJ2CX", "price": "$29.99", "quantity": ""}, {"title": "Lugz Men's Flip Shoe, White, 12 D US", "asin": "B07HQWJNDV", "price": "$23.32", "quantity": ""}, {"title": "Cull4U Unisex NewRetro Low-Top Sneaker Shoe (Womens12.5Mens11,Black)", "asin": "B0DJJY29ZK", "price": "$26.99", "quantity": ""}, {"title": "Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red", "asin": "B07KYXSP1B", "price": "$55.06", "quantity": ""}, {"title": "VANELi Queen (Beige Nival, US Footwear Size System, Adult, Women, Numeric, Narrow, 7.5)", "asin": "B0D1GRZBVT", "price": "$174.95", "quantity": ""}, {"title": "Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US", "asin": "B08Z6TKKX2", "price": "$34.41", "quantity": ""}, {"title": "Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5", "asin": "B08B611927", "price": "$39.97", "quantity": ""}, {"title": "yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)", "asin": "B0B3QQTWZY", "price": "$24.69", "quantity": ""}, {"title": "Lugz Women's Clipper Fashion Sneaker, Black, 9 W US", "asin": "B09MWQBN3D", "price": "$29.95", "quantity": ""}, {"title": "Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men", "asin": "B0B7WCZCV9", "price": "$61.90", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:49:11.193Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 884, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:00.924Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:02.144Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:03.958Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:04.943Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:06.946Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Women's size 7.5 US / Men's size 6 US\"\n},\n {\n \"asin\": \"B093ZRG7PY\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Reebok unisex adult Classic Leather Sneaker, Ftwr White/Pure Grey 3/Reebok Rubber Gum-03, 7 Women 5.5 Men US\", \"asin\": \"B093TYW6VJ\", \"price\": \"$80.00\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5\", \"asin\": \"B08B611927\", \"price\": \"$39.97\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Cull4U Unisex-Adult Freeness High-Top Sneaker Shoe (Womens12.5Mens11,Camel)\", \"asin\": \"B0DPMMJ2CX\", \"price\": \"$29.99\", \"quantity\": \"\"},\n {\"title\": \"Lugz Men's Flip Shoe, White, 12 D US\", \"asin\": \"B07HQWJNDV\", \"price\": \"$23.32\", \"quantity\": \"\"},\n {\"title\": \"Cull4U Unisex NewRetro Low-Top Sneaker Shoe (Womens12.5Mens11,Black)\", \"asin\": \"B0DJJY29ZK\", \"price\": \"$26.99\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Lite Training Mens Shoes Size 3.5, Color: Blue/Red\", \"asin\": \"B07KYXSP1B\", \"price\": \"$55.06\", \"quantity\": \"\"},\n {\"title\": \"VANELi Queen (Beige Nival, US Footwear Size System, Adult, Women, Numeric, Narrow, 7.5)\", \"asin\": \"B0D1GRZBVT\", \"price\": \"$174.95\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Lear Classic Casual Sneakers for Men \| Lace Up Mens Canvas Shoes \| Everyday Men Footwear, Alloy/Charcoal/White, 9 M US\", \"asin\": \"B08Z6TKKX2\", \"price\": \"$34.41\", \"quantity\": \"\"},\n {\"title\": \"Lugz \| Clipper Casual Sneakers for Men \| Slip On Shoes for Men \| Everyday Men Footwear, Dark Grey/White, 10.5\", \"asin\": \"B08B611927\", \"price\": \"$39.97\", \"quantity\": \"\"},\n {\"title\": \"yageyan White Canvas Shoes for Mens Low Top Tennis Shoes Fashion Mens Canvas Casual Laced Up Sneakers(blk10)\", \"asin\": \"B0B3QQTWZY\", \"price\": \"$24.69\", \"quantity\": \"\"},\n {\"title\": \"Lugz Women's Clipper Fashion Sneaker, Black, 9 W US\", \"asin\": \"B09MWQBN3D\", \"price\": \"$29.95\", \"quantity\": \"\"},\n {\"title\": \"Vans Old Skool Unisex Shoes - Black/Waterfall - Size 4, Black Waterfall, 5.5 Women/4 Men\", \"asin\": \"B0B7WCZCV9\", \"price\": \"$61.90\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:49:11.193Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:49:37.646Z	click	product_option	rule	2025-05-02T03:49:37.646Z	train	885	2025-05-02T03:49:37.646Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:03.958Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:04.943Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:06.946Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:11.193Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "bullet_list": "Vans Unisex Shoes Fashion Shoes Black/White" }, { "asin": "B078W3J8RX" } ], "product_options": [ { "Size": "6 Women/4.5 Men" }, { "Color": "Vans Yacht Club Blue Green Yellow" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$45.03", "quantity": ""}, {"title": "Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9", "asin": "B0B13RYJR9", "price": "$69.98", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Black, Numeric_8)", "asin": "B08LSG5V7Z", "price": "$18.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5", "asin": "B0CQNZQ59B", "price": "$20.39", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Tscoyuki Womens Sneakers: Lace Up Shoes for Women, Trendy Platform Sneakers for Women Casual Women Footwear - Walking Shoes Women Non Slip Women's Fashion Sneakers Beige Green", "asin": "B0DS1TJXKT", "price": "$29.40", "quantity": ""}, {"title": "yageyan Womens High Top Sneakers Womens Platform Shoes Canvas Shoes for Womens Tennis Shoes Classic Casual Comfortable(red08)", "asin": "B0CW14L7SF", "price": "$28.49", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 6", "asin": "B01N1W9WKR", "price": "$44.93", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:49:37.646Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 885, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:00.924Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:02.144Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:03.958Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:04.943Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:06.946Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:11.193Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"bullet_list\": \"Vans Unisex Shoes Fashion Shoes Black/White\"\n},\n {\n \"asin\": \"B078W3J8RX\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6 Women/4.5 Men\"\n},\n {\n \"Color\": \"Vans Yacht Club Blue Green Yellow\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$45.03\", \"quantity\": \"\"},\n {\"title\": \"Reebok Club C Extra Platform Sneakers for Women, FTWWHT/FTWWHT/PUGRY3, 9\", \"asin\": \"B0B13RYJR9\", \"price\": \"$69.98\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Black, Numeric_8)\", \"asin\": \"B08LSG5V7Z\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"DOUSSPRT Womens Walking Shoes Sock Casual Ladies Fashion Sneakers Comfortable Slip On Air Cushion Platform Pink 8.5\", \"asin\": \"B0CQNZQ59B\", \"price\": \"$20.39\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Tscoyuki Womens Sneakers: Lace Up Shoes for Women, Trendy Platform Sneakers for Women Casual Women Footwear - Walking Shoes Women Non Slip Women's Fashion Sneakers Beige Green\", \"asin\": \"B0DS1TJXKT\", \"price\": \"$29.40\", \"quantity\": \"\"},\n {\"title\": \"yageyan Womens High Top Sneakers Womens Platform Shoes Canvas Shoes for Womens Tennis Shoes Classic Casual Comfortable(red08)\", \"asin\": \"B0CW14L7SF\", \"price\": \"$28.49\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 6\", \"asin\": \"B01N1W9WKR\", \"price\": \"$44.93\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:49:37.646Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:50:56.470Z	click	review	rule	2025-05-02T03:50:56.470Z	train	886	2025-05-02T03:50:56.470Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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{"timestamp": "2025-05-02T03:49:37.646Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ], "product_details": [ { "title": "Keds Women's Champion Leather Lace Up Sneaker" }, { "price": "$65.13" }, { "bullet_list": "TIMELESS STYLE \u2013 Confidently step out in style with the iconic Keds Champion Lace Up Leather Sneakers for women. Whether you\u2019re at work or running errands, the leather upper on these lace up blush sneakers for women provide the perfect fit. ALL-DAY COMFORT \u2013 With a soft, breathable twill lining, these women\u2019s Keds sneakers ensure your feet stay comfortable all day long. Plus, the flexible rubber outsole on these blush Keds offer maximum traction and stability while walking. VERSATILE DESIGN - Effortlessly dress up or down every outfit, thanks to the versatile footwear design. Our blush leather sneakers for women offer superior support for your feet with a 10% recycled PU foam Softerra footbed, so you can keep going. DURABLE QUALITY \u2013 Made with quality materials, our leather shoes are built to last. These Keds sneakers for women have a cushioned Ortholite insole that helps to move moisture away from your feet to keep them cool & dry. Care is easy: spot wash & air dry. WEAR YOURS - The very definition of a classic sneaker, the Keds Champion Sneaker has been a wardrobe staple since its debut in 1916. With its goes-with-everything style and up-for-everything comfort, it\u2019s the kind of sneaker you reach for again and again." }, { "asin": "B0BGJPY692" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "6" }, { "Color": "Blush Premium Leather" } ], "promotion_items": [ {"title": "Obtaom Womens Canvas Fashion Sneakers Cute Low Top Shoes Comfortable Canvas walking Flats for Lady(White/White US6)", "asin": "B0CWQ9XCHV", "price": "$19.99", "quantity": ""}, {"title": "Obtaom Women's Play Fashion Sneaker Coral Pink Comfortable Walking Shoes Sweet Pink Canvas Slip on Shoes(Pink US5)", "asin": "B094K3PDQ8", "price": "$21.99", "quantity": ""}, {"title": "TRETORN Women's Marleyhi2", "asin": "B01N07FPDV", "price": "$40.89", "quantity": ""}, {"title": "Lacoste Women's Carnaby Set Sneaker", "asin": "B0D98WKRQH", "price": "$80.00", "quantity": ""}, {"title": "Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5", "asin": "B0BK99H72G", "price": "$25.99", "quantity": ""}, {"title": "OLUKAI Pehuea Li Women's Slip On Sneakers, Casual Everyday Shoes with Drop-in Heel & Breathable Mesh Design, Lightweight & All-Day Comfort, White/White, 7.5", "asin": "B08Z6ZHG7H", "price": "$99.95", "quantity": ""}, {"title": "Trotters Women's Loafer/Slipon", "asin": "B08P9FJLMV", "price": "$56.60", "quantity": ""}, {"title": "Keds Courty Core Lace Up, Sneaker Womens, Navy Canvas, 8 Medium", "asin": "B07DRDZKTV", "price": "$38.36", "quantity": ""}, {"title": "Keds Women's Triple Kick Canvas Sneaker, Burgundy Bottom Foxing Stripe, 5", "asin": "B0CNV48RYV", "price": "$49.99", "quantity": ""}, {"title": "Womens Classic Canvas Sneakers,Low Top Canvas Shoes,Lightweight Casual Canvas Sneakers(Light Grey US6)", "asin": "B0DCJKN9P6", "price": "$20.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Keds Women's Champion Canvas Lace Up Sneaker, Crochet Cream, 7.5 Wide", "asin": "B0C3SSWQND", "price": "$53.99", "quantity": ""}, {"title": "LUCKY STEP Women Classic Retro Gum Sole Fashion Sneakers Casual Tennis Skate Shoe Genuine Leather Walking Footwear Anti Slip Trainers(Gold,9)", "asin": "B0CZ95XGHV", "price": "$36.99", "quantity": ""}, {"title": "Keds Women's Champion Point Low Fashion Sneaker, White Canvas, 5.5", "asin": "B0D96ZNYY9", "price": "$36.00", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:50:56.470Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "index": 886, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": 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\"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:00.924Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:02.144Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:03.958Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:04.943Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:06.946Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:11.193Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:37.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Keds Women's Champion Leather Lace Up Sneaker\"\n},\n {\n \"price\": \"$65.13\"\n},\n {\n \"bullet_list\": \"TIMELESS STYLE \\u2013 Confidently step out in style with the iconic Keds Champion Lace Up Leather Sneakers for women. Whether you\\u2019re at work or running errands, the leather upper on these lace up blush sneakers for women provide the perfect fit. ALL-DAY COMFORT \\u2013 With a soft, breathable twill lining, these women\\u2019s Keds sneakers ensure your feet stay comfortable all day long. Plus, the flexible rubber outsole on these blush Keds offer maximum traction and stability while walking. VERSATILE DESIGN - Effortlessly dress up or down every outfit, thanks to the versatile footwear design. Our blush leather sneakers for women offer superior support for your feet with a 10% recycled PU foam Softerra footbed, so you can keep going. DURABLE QUALITY \\u2013 Made with quality materials, our leather shoes are built to last. These Keds sneakers for women have a cushioned Ortholite insole that helps to move moisture away from your feet to keep them cool & dry. Care is easy: spot wash & air dry. WEAR YOURS - The very definition of a classic sneaker, the Keds Champion Sneaker has been a wardrobe staple since its debut in 1916. With its goes-with-everything style and up-for-everything comfort, it\\u2019s the kind of sneaker you reach for again and again.\"\n},\n {\n \"asin\": \"B0BGJPY692\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"6\"\n},\n {\n \"Color\": \"Blush Premium Leather\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"Obtaom Womens Canvas Fashion Sneakers Cute Low Top Shoes Comfortable Canvas walking Flats for Lady(White/White US6)\", \"asin\": \"B0CWQ9XCHV\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Obtaom Women's Play Fashion Sneaker Coral Pink Comfortable Walking Shoes Sweet Pink Canvas Slip on Shoes(Pink US5)\", \"asin\": \"B094K3PDQ8\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"TRETORN Women's Marleyhi2\", \"asin\": \"B01N07FPDV\", \"price\": \"$40.89\", \"quantity\": \"\"},\n {\"title\": \"Lacoste Women's Carnaby Set Sneaker\", \"asin\": \"B0D98WKRQH\", \"price\": \"$80.00\", \"quantity\": \"\"},\n {\"title\": \"Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5\", \"asin\": \"B0BK99H72G\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"OLUKAI Pehuea Li Women's Slip On Sneakers, Casual Everyday Shoes with Drop-in Heel & Breathable Mesh Design, Lightweight & All-Day Comfort, White/White, 7.5\", \"asin\": \"B08Z6ZHG7H\", \"price\": \"$99.95\", \"quantity\": \"\"},\n {\"title\": \"Trotters Women's Loafer/Slipon\", \"asin\": \"B08P9FJLMV\", \"price\": \"$56.60\", \"quantity\": \"\"},\n {\"title\": \"Keds Courty Core Lace Up, Sneaker Womens, Navy Canvas, 8 Medium\", \"asin\": \"B07DRDZKTV\", \"price\": \"$38.36\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Canvas Sneaker, Burgundy Bottom Foxing Stripe, 5\", \"asin\": \"B0CNV48RYV\", \"price\": \"$49.99\", \"quantity\": \"\"},\n {\"title\": \"Womens Classic Canvas Sneakers,Low Top Canvas Shoes,Lightweight Casual Canvas Sneakers(Light Grey US6)\", \"asin\": \"B0DCJKN9P6\", \"price\": \"$20.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Champion Canvas Lace Up Sneaker, Crochet Cream, 7.5 Wide\", \"asin\": \"B0C3SSWQND\", \"price\": \"$53.99\", \"quantity\": \"\"},\n {\"title\": \"LUCKY STEP Women Classic Retro Gum Sole Fashion Sneakers Casual Tennis Skate Shoe Genuine Leather Walking Footwear Anti Slip Trainers(Gold,9)\", \"asin\": \"B0CZ95XGHV\", \"price\": \"$36.99\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Champion Point Low Fashion Sneaker, White Canvas, 5.5\", \"asin\": \"B0D96ZNYY9\", \"price\": \"$36.00\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:50:56.470Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:51:58.405Z	input	vans shoes women	rule	2025-05-02T03:51:58.405Z	train	887	2025-05-02T03:51:58.405Z	input	vans shoes women	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:03.958Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:04.943Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:06.946Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:11.193Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:37.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:50:56.470Z", "action": "click", "action_argument": "review"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "" } ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:51:58.405Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>input</answer_action><answer_argument>vans shoes women</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>input</answer_action><answer_argument>vans shoes women</answer_argument>", "index": 887, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:00.924Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:02.144Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:03.958Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:04.943Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:06.946Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:11.193Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:37.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:50:56.470Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"\"\n}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:51:58.405Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:52:11.484Z	click_product	B089P1HNLC	rule	2025-05-02T03:52:11.484Z	train	888	2025-05-02T03:52:11.484Z	click_product	B089P1HNLC	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} 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7 Arrives before Mother's Day"}, {"title": "Women's Low-top Trainers Sneaker", "asin": "B07VJT5F5J", "price": "$58.99", "delivery": "FREE delivery Mon, May 12 Or fastest delivery Fri, May 9"}, {"title": "Women's Low-Top Sneakers", "asin": "B0B6FSDJP7", "price": "$81.34", "delivery": "FREE delivery Fri, May 16 Or fastest delivery Thu, May 8"}, {"title": "Women's Ryland Ls Shoe \| Retro Court Sneakers with Tennis Inspired Fashion Details", "asin": "B0D7QJ4D59", "price": "$70.00", "delivery": " Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day"}, {"title": "Women's Asher Deluxe Slip-on Shoe \| Comfortable Sneakers for Fashion, Walking & Everyday Wear", "asin": "B0DVG89GD2", "price": "$60.00", "delivery": " Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day"}, {"title": "Women's 515 V3 Sneaker", "asin": "B09YBJYNWR", "price": "$74.99", "delivery": " Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day"}, {"title": "Unisex-Adult Authentic Sneaker", "asin": "B0BZTL9ML8", "price": "$40.78", "delivery": "$15.95 delivery May 6 - 7 Arrives before Mother's Day"}, {"title": "Classic Slip-On, Black Off White Checkerboard Size", "asin": "B0CK47V3BF", "delivery": ""}, {"title": "Women's Caldrone Shoe \| Chunky Low-top Fashion Sneakers with Retro-Inspired Style", "asin": "B0D4MQNW53", "price": "$74.99", "delivery": " Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day"}, {"title": "Unisex Closed-Toe Trainers", "asin": "B076YQCMBR", "price": "$54.95", "delivery": "FREE delivery Tue, May 6"}, {"title": "Women's Asher Slip-On Shoe \| Comfortable Sneakers for Walking, Fashion & Everyday Wear, Durable & Lightweight Footwear with Casual Style \u2013 True White / White", "asin": "B07PGHV1JV", "price": "$54.99", "delivery": " Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day"}, {"title": "Unisex Authentic(tm) Core Classics Sneaker", "asin": "B0BY3TTRYQ", "price": "$58.88", "delivery": "$9.10 delivery May 7 - 9 Or fastest delivery May 6 - 8 Arrives before Mother's Day"}, {"title": "Women's Asher Platform Slip-On", "asin": "B07VBG1MDB", "price": "$54.99", "delivery": " Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day"}, {"title": "Unisex Classic Slip-on Sneaker", "asin": "B0C2BD3DX8", "delivery": ""}, {"title": "Women's Chuck Taylor All Star Lift Platform Denim Fashion Sneakers", "asin": "B0B9HCPPVM", "price": "$66.11", "delivery": "FREE delivery Mon, May 5 Arrives before Mother's Day"}, {"title": "Women's Filmore Hi Sneaker", "asin": "B0DLCQW5QK", "price": "$80.01", "delivery": " Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day"}, {"title": "Women's Atwood Low-top Sneaker", "asin": "B00K5OL26M", "price": "$60.00", "delivery": " Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day"}, {"title": "Women's UA Old Skool Sneakers", "asin": "B07H1MRVC2", "price": "$49.03", "delivery": "FREE delivery Tue, May 6 Arrives before Mother's Day"}, {"title": "Women's Asher Platform ST Trainers Sneaker", "asin": "B0C5923KDW", "price": "$73.99", "delivery": "FREE delivery Mon, May 5 Arrives before Mother's Day"}, {"title": "Women's Clipper Shoe", "asin": "B07CPJR6NY", "price": "$29.76", "delivery": " Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day"}, {"title": "Women's Court Advance Sneaker", "asin": "B09ZGG6TQL", "price": "$50.00", "delivery": " Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day"}, {"title": "Unisex Adult Classic Slip-On Stackform Sneakers", "asin": "B09TT3B4RL", "price": "$80.00", "delivery": "$9.01 delivery May 7 - 9 Or fastest delivery May 6 - 8 Arrives before Mother's Day"}, {"title": "Women's Vn-0w7ndmo Sneaker", "asin": "B09HN9Z8QH", "price": "$39.95", "delivery": "FREE delivery May 8 - 12 Or fastest delivery Tue, May 6 Arrives before Mother's Day"}, {"title": "Men's Filmore Hi Trainers Sneaker", "asin": "B07LBF1293", "price": "$52.05", "delivery": "$15.95 delivery May 6 - 7 Arrives before Mother's Day"} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:52:11.484Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click_product</answer_action><answer_argument>B089P1HNLC</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click_product</answer_action><answer_argument>B089P1HNLC</answer_argument>", "index": 888, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T16:59:34.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:37.459Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:39.587Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:41.203Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:42.738Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:44.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:46.505Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:59:48.040Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:42.192Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T17:00:51.033Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:09.915Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-29T17:01:28.869Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:26:39.268Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-01T04:27:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-01T04:27:29.676Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:17.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:16:35.546Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:16:55.698Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:00.558Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:02.966Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:06.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:09.331Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:10.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:13.259Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:14.467Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:16.124Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:17.459Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:19.810Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:17:30.303Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:28.162Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:30:51.566Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:03.409Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:05.916Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:31:28.300Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:31:59.861Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:32.689Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:34:55.437Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:35:11.583Z\", \"action\": \"input\", \"action_argument\": \"dress+shoes+for+women\"}\n{\"timestamp\": \"2025-05-02T03:36:27.082Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:30.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:36:42.171Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:36:48.476Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:37:35.249Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:02.697Z\", \"action\": \"purchase\", \"action_argument\": \"B0DRY4ZXBM\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-02T03:38:23.298Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:25.329Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:26.495Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:27.476Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:28.707Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:29.757Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:30.706Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:31.726Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:32.579Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:33.485Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:34.423Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:35.325Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:36.272Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:37.385Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:38.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:39.563Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:40.792Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:42.972Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:44.073Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:45.496Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:48.490Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:38:49.590Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:01.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:03.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:05.389Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:06.527Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:09.172Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:10.237Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:11.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:12.154Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:13.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:14.176Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:16.825Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:18.983Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:21.520Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:22.471Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:23.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:25.738Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:26.772Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:27.752Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:28.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:29.853Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:30.820Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:32.871Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:39.524Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:41.674Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:42.974Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:44.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:45.038Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:46.022Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:47.970Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:49.016Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:50.040Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:51.103Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:52.838Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:55.889Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:39:58.854Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:11.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:12.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:14.064Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:16.553Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:17.687Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:18.773Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:19.785Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:22.989Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:35.074Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:37.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:39.722Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:40.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:43.105Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:44.422Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:45.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:47.905Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:48.855Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:50.886Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:52.771Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:53.988Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:55.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:56.705Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:57.627Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:40:58.721Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:00.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:01.975Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:03.070Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:04.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:05.035Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:06.287Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:07.412Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:08.689Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:10.320Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:14.755Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:15.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:16.806Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:17.780Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:18.939Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:20.051Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:21.472Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:22.808Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:27.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:28.475Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:29.619Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:31.436Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:32.604Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:34.138Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:35.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:36.386Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:37.468Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:38.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:39.587Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:00.924Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:02.144Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:03.958Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:04.943Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:06.946Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:11.193Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:37.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:50:56.470Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:51:58.405Z\", \"action\": \"input\", \"action_argument\": \"vans shoes women\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"vans shoes women\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"promotion_items\": [\n {\"title\": \"Vans\\nUnisex Adult FU Old Skool Sneakers\", \"asin\": \"B0020MMHBG\", \"price\": \"$70.00\", \"quantity\": \"\"},\n {\"title\": \"Vans\\nMen's Low-Top Sneakers\", \"asin\": \"B000UYJBP6\", \"price\": \"$39.90\", \"quantity\": \"\"},\n {\"title\": \"Vans\\nUnisex Adult Classic Slip-On Stackform Sneakers\", \"asin\": \"B0CDJH9W3Q\", \"price\": \"$70.00\", \"quantity\": \"\"},\n {\"title\": \"Cull4U\\nWomen's Laid Back Low-Top Sneaker Shoe\", \"asin\": \"B089P1HNLC\", \"price\": \"$26.99\", \"quantity\": \"\"},\n {\"title\": \"Cull4U\\nWomen's Classic Slip On Trainer Shoes\", \"asin\": \"B0B3NG3VQM\", \"price\": \"$26.99\", \"quantity\": \"\"},\n {\"title\": \"Keds\\nWomen's Triple Kick Canvas Sneaker\", \"asin\": \"B01NAN3OMO\", \"price\": \"$36.64\", \"quantity\": \"\"},\n {\"title\": \"hash bubbie\\nWomen's Slip on Shoes Canvas Sneakers Loafers Non Slip Shoes Low Top Casual Shoes\", \"asin\": \"B0BL2GDC74\", \"price\": \"$22.49\", \"quantity\": \"\"},\n {\"title\": \"ZGR\\nWomens High Top Canvas Sneakers,Lace-up Canvas Shoes,Casual Tennis Walking Shoes\", \"asin\": \"B0DBHJ8Z9F\", \"price\": \"$21.79\", \"quantity\": \"\"},\n {\"title\": \"Keds\\nWomen's Triple Kick Leather Sneaker\", \"asin\": \"B01NBOKRIX\", \"price\": \"$36.95\", \"quantity\": \"\"},\n {\"title\": \"DREAM PAIRS\\nLoafers for Women Casual Comfortable Slip On Flat Shoes Lightweight Leisure Work Shoes Comfort Walking Shoes\", \"asin\": \"B0DLW6PG4M\", \"price\": \"$34.19\", \"quantity\": \"\"}\n ],\n \"search_results\": [\n {\"title\": \"Unisex Adult FU Old Skool Sneakers\", \"asin\": \"B0020MMHBG\", \"price\": \"$70.00\", \"delivery\": \"FREE delivery Tue, May 6 for Prime members Arrives before Mother's Day\"},\n {\"title\": \"Women's Classic Slip On Trainer Shoes\", \"asin\": \"B0B3NG3VQM\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery May 8 - 9 for Prime members Arrives before Mother's Day\"},\n {\"title\": \"Womens White Sneakers Lace Up Canvas White Tennis Shoes Cozy Low Top Walking Shoes for Women\", \"asin\": \"B0C61GRQZ7\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women's Laid Back Low-Top Sneaker Shoe\", \"asin\": \"B089P1HNLC\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"No Show Socks Womens 6 Pairs Low Cut Invisible Ankle for Flats Sneakers Liner Loafer\", \"asin\": \"B07QRRH98D\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Sat, May 3\"},\n {\"title\": \"Women's Ward Platform Suede Trainers\", \"asin\": \"B0DJ1JFVWW\", \"price\": \"$60.00\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women's Laced Shoes\", \"asin\": \"B0D7QCNLHJ\", \"price\": \"$69.99\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women's Seldan Low-top Trainers\", \"asin\": \"B0C59558HF\", \"price\": \"$69.99\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women's Filmore Decon Sneaker\", \"asin\": \"B0DJ1FWCQX\", \"price\": \"$60.00\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women's Range EXP Shoe \| Athletic Fashion Sneakers for Walking, Hiking & Everyday Wear, (Suede/Canvas) Black/White, 9\", \"asin\": \"B0949L65FH\", \"price\": \"$52.49\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women's Low-top Trainers Sneaker\", \"asin\": \"B08M484NLC\", \"price\": \"$54.99\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion Black Sneaker\", \"asin\": \"B0B4WBGSGF\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery Mon, May 5 Arrives before Mother's Day\"},\n {\"title\": \"Unisex NewRetro Low-Top Sneaker Shoe\", \"asin\": \"B0DJJXNM91\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Tue, May 6 for Prime members Arrives before Mother's Day Only 2 left in stock - order soon.\"},\n {\"title\": \"Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women\", \"asin\": \"B08LS7QKLX\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"White PU Leather Sneakers for Women Low Top Lace Up Tennis Shoes Women's Fashion Casual Shoes Sneakers\", \"asin\": \"B0D31J8M7N\", \"price\": \"$22.87\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women's Asher Slip-on Sneaker\", \"asin\": \"B07PQ9HYKG\", \"price\": \"$54.99\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women's Caldrone Trainers Sneaker\", \"asin\": \"B0CPLWWB7R\", \"price\": \"$70.87\", \"delivery\": \"$14.95 delivery May 12 - 15 Or fastest delivery May 9 - 14\"},\n {\"title\": \"Women's Seldan Platform ST Shoe \| Retro Tennis Inspired Sneakers for Fashion & Everyday Wear, Canvas Black, 8.5\", \"asin\": \"B0BHQ3PFYN\", \"price\": \"$74.95\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women's Cheery Comfort Plush Foam Sneaker\", \"asin\": \"B082Y3LM2H\", \"price\": \"$34.98\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes\", \"asin\": \"B0CP72VX4M\", \"price\": \"$21.99\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women's Stylish Slip On Sneakers No Laces Elastic Low Top Canvas Sneakers Trendy Flats Comfortable Casual Walking Shoes\", \"asin\": \"B09NXRLMPG\", \"price\": \"$39.99\", \"delivery\": \"FREE delivery Sun, May 4 Arrives before Mother's Day\"},\n {\"title\": \"Womens White Canvas Sneakers Low Top Lace Up Canvas Shoes Fashion Comfortable\", \"asin\": \"B0CP5PYJX3\", \"price\": \"$21.99\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers\", \"asin\": \"B07YKBY5JC\", \"price\": \"$25.99\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women's VL Court 3.0 Sneaker\", \"asin\": \"B0C2JXJS3M\", \"price\": \"$75.00\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Unisex-Adult Authentic(tm) Core Classics\", \"asin\": \"B07L259VMR\", \"price\": \"$54.65\", \"delivery\": \"$8.92 delivery May 7 - 9 Or fastest delivery May 6 - 8 Arrives before Mother's Day\"},\n {\"title\": \"Women's Brooklyn Ls Shoe \| Low-top Sneakers for Everyday Wear, Walking, Work & Fashion\", \"asin\": \"B0D7QDCCLH\", \"price\": \"$70.00\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Unisex Sneaker\", \"asin\": \"B07PGH4W97\", \"price\": \"$54.99\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women's Slip on Shoes Canvas Sneakers Loafers Non Slip Shoes Low Top Casual Shoes\", \"asin\": \"B0BL2GDC74\", \"price\": \"$22.49\", \"delivery\": \"FREE delivery Thu, May 8 for Prime members Arrives before Mother's Day\"},\n {\"title\": \"Canvas Shoes for Women White Canvas Sneakers Womens Casual Shoes Low Top Black Sneakers Comfortable Tennis Shoes\", \"asin\": \"B0C6JMPRWM\", \"price\": \"$20.99\", \"delivery\": \"FREE delivery Sun, May 4 Arrives before Mother's Day\"},\n {\"title\": \"vn0a45nmiju1 - Filmore Decon Suede sonstige\", \"asin\": \"B08M43FRJB\", \"price\": \"$60.00\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Unisex-Child Vn000wwx6bt\", \"asin\": \"B078PQ3TL4\", \"price\": \"$70.01\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women's Loven Sneaker\", \"asin\": \"B08DXT8LPX\", \"price\": \"$29.50\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Unisex Adult Classic Slip-On Color Thoery Checkerboard Shoe\", \"asin\": \"B0DPFVSXDV\", \"price\": \"$34.04\", \"delivery\": \"$15.95 delivery May 6 - 7 Arrives before Mother's Day\"},\n {\"title\": \"Unisex Adult FU Old Skool Sneakers\", \"asin\": \"B000KKNX5Y\", \"price\": \"$52.99\", \"delivery\": \"FREE delivery Tue, May 6\"},\n {\"title\": \"Men's MN Asher Trainers\", \"asin\": \"B01NB9BAB8\", \"price\": \"$56.00\", \"delivery\": \"FREE delivery Tue, May 6\"},\n {\"title\": \"Unisex Adult FU Authentic Sneakers\", \"asin\": \"B000UYAMB8\", \"price\": \"$34.11\", \"delivery\": \"$15.89 delivery Wed, May 7 Or fastest delivery May 5 - 6 Arrives before Mother's Day\"},\n {\"title\": \"Men's YT Ward Trainers\", \"asin\": \"B07BN56WFL\", \"price\": \"$64.99\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women's Slip on Shoes Canvas Sneakers Loafers Non Slip Shoes Low Top Casual Shoes\", \"asin\": \"B082PH6QF1\", \"price\": \"$21.24\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Unisex Adult FU Classic Slip-On Sneakers\", \"asin\": \"B000K7FTTK\", \"price\": \"$55.00\", \"delivery\": \"FREE delivery Tue, May 6 for Prime members Arrives before Mother's Day\"},\n {\"title\": \"Adult Unisex Checkerboard Slip-On (BWW) BLK&WHTCHCKERBOARD/WHT VN000EYEBWW Mens 10, Womens 11.5\", \"asin\": \"B0161DLNY6\", \"price\": \"$43.05\", \"delivery\": \"$15.95 delivery May 6 - 7 Arrives before Mother's Day\"},\n {\"title\": \"Women's Low-top Trainers Sneaker\", \"asin\": \"B07VJT5F5J\", \"price\": \"$58.99\", \"delivery\": \"FREE delivery Mon, May 12 Or fastest delivery Fri, May 9\"},\n {\"title\": \"Women's Low-Top Sneakers\", \"asin\": \"B0B6FSDJP7\", \"price\": \"$81.34\", \"delivery\": \"FREE delivery Fri, May 16 Or fastest delivery Thu, May 8\"},\n {\"title\": \"Women's Ryland Ls Shoe \| Retro Court Sneakers with Tennis Inspired Fashion Details\", \"asin\": \"B0D7QJ4D59\", \"price\": \"$70.00\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women's Asher Deluxe Slip-on Shoe \| Comfortable Sneakers for Fashion, Walking & Everyday Wear\", \"asin\": \"B0DVG89GD2\", \"price\": \"$60.00\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women's 515 V3 Sneaker\", \"asin\": \"B09YBJYNWR\", \"price\": \"$74.99\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Unisex-Adult Authentic Sneaker\", \"asin\": \"B0BZTL9ML8\", \"price\": \"$40.78\", \"delivery\": \"$15.95 delivery May 6 - 7 Arrives before Mother's Day\"},\n {\"title\": \"Classic Slip-On, Black Off White Checkerboard Size\", \"asin\": \"B0CK47V3BF\", \"delivery\": \"\"},\n {\"title\": \"Women's Caldrone Shoe \| Chunky Low-top Fashion Sneakers with Retro-Inspired Style\", \"asin\": \"B0D4MQNW53\", \"price\": \"$74.99\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Unisex Closed-Toe Trainers\", \"asin\": \"B076YQCMBR\", \"price\": \"$54.95\", \"delivery\": \"FREE delivery Tue, May 6\"},\n {\"title\": \"Women's Asher Slip-On Shoe \| Comfortable Sneakers for Walking, Fashion & Everyday Wear, Durable & Lightweight Footwear with Casual Style \\u2013 True White / White\", \"asin\": \"B07PGHV1JV\", \"price\": \"$54.99\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Unisex Authentic(tm) Core Classics Sneaker\", \"asin\": \"B0BY3TTRYQ\", \"price\": \"$58.88\", \"delivery\": \"$9.10 delivery May 7 - 9 Or fastest delivery May 6 - 8 Arrives before Mother's Day\"},\n {\"title\": \"Women's Asher Platform Slip-On\", \"asin\": \"B07VBG1MDB\", \"price\": \"$54.99\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Unisex Classic Slip-on Sneaker\", \"asin\": \"B0C2BD3DX8\", \"delivery\": \"\"},\n {\"title\": \"Women's Chuck Taylor All Star Lift Platform Denim Fashion Sneakers\", \"asin\": \"B0B9HCPPVM\", \"price\": \"$66.11\", \"delivery\": \"FREE delivery Mon, May 5 Arrives before Mother's Day\"},\n {\"title\": \"Women's Filmore Hi Sneaker\", \"asin\": \"B0DLCQW5QK\", \"price\": \"$80.01\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women's Atwood Low-top Sneaker\", \"asin\": \"B00K5OL26M\", \"price\": \"$60.00\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women's UA Old Skool Sneakers\", \"asin\": \"B07H1MRVC2\", \"price\": \"$49.03\", \"delivery\": \"FREE delivery Tue, May 6 Arrives before Mother's Day\"},\n {\"title\": \"Women's Asher Platform ST Trainers Sneaker\", \"asin\": \"B0C5923KDW\", \"price\": \"$73.99\", \"delivery\": \"FREE delivery Mon, May 5 Arrives before Mother's Day\"},\n {\"title\": \"Women's Clipper Shoe\", \"asin\": \"B07CPJR6NY\", \"price\": \"$29.76\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Women's Court Advance Sneaker\", \"asin\": \"B09ZGG6TQL\", \"price\": \"$50.00\", \"delivery\": \" Two-Day FREE delivery Sat, May 3 Arrives before Mother's Day\"},\n {\"title\": \"Unisex Adult Classic Slip-On Stackform Sneakers\", \"asin\": \"B09TT3B4RL\", \"price\": \"$80.00\", \"delivery\": \"$9.01 delivery May 7 - 9 Or fastest delivery May 6 - 8 Arrives before Mother's Day\"},\n {\"title\": \"Women's Vn-0w7ndmo Sneaker\", \"asin\": \"B09HN9Z8QH\", \"price\": \"$39.95\", \"delivery\": \"FREE delivery May 8 - 12 Or fastest delivery Tue, May 6 Arrives before Mother's Day\"},\n {\"title\": \"Men's Filmore Hi Trainers Sneaker\", \"asin\": \"B07LBF1293\", \"price\": \"$52.05\", \"delivery\": \"$15.95 delivery May 6 - 7 Arrives before Mother's Day\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:52:11.484Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:53:08.892Z	click	product_option	rule	2025-05-02T03:53:08.892Z	train	889	2025-05-02T03:53:08.892Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} 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"2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:03.958Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:04.943Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:06.946Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:11.193Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:37.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:50:56.470Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:51:58.405Z", "action": "input", "action_argument": "vans shoes women"} {"timestamp": "2025-05-02T03:52:11.484Z", "action": "click_product", "action_argument": "B089P1HNLC"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "vans shoes women" } ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "price": "$60.00" }, { "bullet_list": "LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style." }, { "asin": "B0DJ1JFVWW" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "7" }, { "Color": "Canvas Sepia Rose" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$41.12", "quantity": ""}, {"title": "WHITIN Women's Barefoot Shoes Minimalist Wide Width Toe Box Fashion Sneakers Zero Drop Size 7.5 Gym Athletic Running Walking Workout W81 Flat Pink 38", "asin": "B0C6XPLSPG", "price": "$41.99", "quantity": ""}, {"title": "OLUKAI Pehuea Li Women's Slip On Sneakers, Casual Everyday Shoes with Drop-in Heel & Breathable Mesh Design, Lightweight & All-Day Comfort, Tapa/Tapa, 9", "asin": "B07F77Q78K", "price": "$99.95", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Rothy's The Original Slip On Sneaker Women's Casual Fashion Shoes, Sand Light Beige, Made from Recycled Plastic Bottles & Machine Washable, Size 10.5", "asin": "B0D6BW7Z24", "price": "$99.00", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Rothy's The Lace Up Sneaker Women's, Casual Fashion Shoes, Blonde, Made from Recycled Plastic Bottles & Machine Washable, Size 7", "asin": "B0DJ14PFNG", "price": "$149.00", "quantity": ""}, {"title": "Rothy's The Weekend Slide Women's Slip-On Shoes, Comfortable Sandals, Oat, Made From Recycled Plastic Bottles & Machine Washable, Size 7.5", "asin": "B0DL9QR9G1", "price": "$139.00", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US5.5)", "asin": "B08PXXLYSK", "price": "$14.69", "quantity": ""}, {"title": "WHITIN Women's Barefoot Shoes Minimalist Wide Width Toe Box Fashion Sneakers Zero Drop Size 7.5 Gym Athletic Running Walking Workout W81 Flat Pink 38", "asin": "B0C6XPLSPG", "price": "$41.99", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "OLUKAI Pehuea Li Women's Slip On Sneakers, Casual Everyday Shoes with Drop-in Heel & Breathable Mesh Design, Lightweight & All-Day Comfort, Tapa/Tapa, 9", "asin": "B07F77Q78K", "price": "$99.95", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:53:08.892Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 889, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": 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\"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:00.924Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:02.144Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:03.958Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:04.943Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:06.946Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:11.193Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:37.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:50:56.470Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:51:58.405Z\", \"action\": \"input\", \"action_argument\": \"vans shoes women\"}\n{\"timestamp\": \"2025-05-02T03:52:11.484Z\", \"action\": \"click_product\", \"action_argument\": \"B089P1HNLC\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"vans shoes women\"\n}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"price\": \"$60.00\"\n},\n {\n \"bullet_list\": \"LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \\u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \\u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style.\"\n},\n {\n \"asin\": \"B0DJ1JFVWW\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"7\"\n},\n {\n \"Color\": \"Canvas Sepia Rose\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$41.12\", \"quantity\": \"\"},\n {\"title\": \"WHITIN Women's Barefoot Shoes Minimalist Wide Width Toe Box Fashion Sneakers Zero Drop Size 7.5 Gym Athletic Running Walking Workout W81 Flat Pink 38\", \"asin\": \"B0C6XPLSPG\", \"price\": \"$41.99\", \"quantity\": \"\"},\n {\"title\": \"OLUKAI Pehuea Li Women's Slip On Sneakers, Casual Everyday Shoes with Drop-in Heel & Breathable Mesh Design, Lightweight & All-Day Comfort, Tapa/Tapa, 9\", \"asin\": \"B07F77Q78K\", \"price\": \"$99.95\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Rothy's The Original Slip On Sneaker Women's Casual Fashion Shoes, Sand Light Beige, Made from Recycled Plastic Bottles & Machine Washable, Size 10.5\", \"asin\": \"B0D6BW7Z24\", \"price\": \"$99.00\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Rothy's The Lace Up Sneaker Women's, Casual Fashion Shoes, Blonde, Made from Recycled Plastic Bottles & Machine Washable, Size 7\", \"asin\": \"B0DJ14PFNG\", \"price\": \"$149.00\", \"quantity\": \"\"},\n {\"title\": \"Rothy's The Weekend Slide Women's Slip-On Shoes, Comfortable Sandals, Oat, Made From Recycled Plastic Bottles & Machine Washable, Size 7.5\", \"asin\": \"B0DL9QR9G1\", \"price\": \"$139.00\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US5.5)\", \"asin\": \"B08PXXLYSK\", \"price\": \"$14.69\", \"quantity\": \"\"},\n {\"title\": \"WHITIN Women's Barefoot Shoes Minimalist Wide Width Toe Box Fashion Sneakers Zero Drop Size 7.5 Gym Athletic Running Walking Workout W81 Flat Pink 38\", \"asin\": \"B0C6XPLSPG\", \"price\": \"$41.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"OLUKAI Pehuea Li Women's Slip On Sneakers, Casual Everyday Shoes with Drop-in Heel & Breathable Mesh Design, Lightweight & All-Day Comfort, Tapa/Tapa, 9\", \"asin\": \"B07F77Q78K\", \"price\": \"$99.95\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:53:08.892Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:53:10.166Z	click	product_option	rule	2025-05-02T03:53:10.166Z	train	890	2025-05-02T03:53:10.166Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} 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"2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:03.958Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:04.943Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:06.946Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:11.193Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:37.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:50:56.470Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:51:58.405Z", "action": "input", "action_argument": "vans shoes women"} {"timestamp": "2025-05-02T03:52:11.484Z", "action": "click_product", "action_argument": "B089P1HNLC"} {"timestamp": "2025-05-02T03:53:08.892Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "vans shoes women" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "price": "$60.00" }, { "bullet_list": "LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style." }, { "asin": "B0DJ1JFVWW" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "7" }, { "Color": "Canvas Sepia Rose" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$41.12", "quantity": ""}, {"title": "WHITIN Women's Barefoot Shoes Minimalist Wide Width Toe Box Fashion Sneakers Zero Drop Size 7.5 Gym Athletic Running Walking Workout W81 Flat Pink 38", "asin": "B0C6XPLSPG", "price": "$41.99", "quantity": ""}, {"title": "OLUKAI Pehuea Li Women's Slip On Sneakers, Casual Everyday Shoes with Drop-in Heel & Breathable Mesh Design, Lightweight & All-Day Comfort, Tapa/Tapa, 9", "asin": "B07F77Q78K", "price": "$99.95", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Rothy's The Original Slip On Sneaker Women's Casual Fashion Shoes, Sand Light Beige, Made from Recycled Plastic Bottles & Machine Washable, Size 10.5", "asin": "B0D6BW7Z24", "price": "$99.00", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Keds Women's Triple Kick Leather Sneaker, White, 5", "asin": "B01MU4K809", "price": "$44.93", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)", "asin": "B08LSL9XTQ", "price": "$18.99", "quantity": ""}, {"title": "Rothy's The Lace Up Sneaker Women's, Casual Fashion Shoes, Blonde, Made from Recycled Plastic Bottles & Machine Washable, Size 7", "asin": "B0DJ14PFNG", "price": "$149.00", "quantity": ""}, {"title": "Rothy's The Weekend Slide Women's Slip-On Shoes, Comfortable Sandals, Oat, Made From Recycled Plastic Bottles & Machine Washable, Size 7.5", "asin": "B0DL9QR9G1", "price": "$139.00", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US5.5)", "asin": "B08PXXLYSK", "price": "$14.69", "quantity": ""}, {"title": "WHITIN Women's Barefoot Shoes Minimalist Wide Width Toe Box Fashion Sneakers Zero Drop Size 7.5 Gym Athletic Running Walking Workout W81 Flat Pink 38", "asin": "B0C6XPLSPG", "price": "$41.99", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)", "asin": "B07YKDD9PZ", "price": "$25.99", "quantity": ""}, {"title": "OLUKAI Pehuea Li Women's Slip On Sneakers, Casual Everyday Shoes with Drop-in Heel & Breathable Mesh Design, Lightweight & All-Day Comfort, Tapa/Tapa, 9", "asin": "B07F77Q78K", "price": "$99.95", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:53:10.166Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 890, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T18:02:55.855Z\", \"action\": \"input\", \"action_argument\": \"paper quilling kit\"}\n{\"timestamp\": \"2025-04-15T18:04:19.566Z\", \"action\": \"click_product\", \"action_argument\": \"B00Z1EEB28\"}\n{\"timestamp\": \"2025-04-29T16:14:07.634Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:14:38.909Z\", \"action\": \"input\", \"action_argument\": \"air jordans for women\"}\n{\"timestamp\": \"2025-04-29T16:15:32.061Z\", \"action\": \"click_product\", \"action_argument\": \"B09VCJYS93\"}\n{\"timestamp\": \"2025-04-29T16:16:45.142Z\", \"action\": \"click_product\", \"action_argument\": \"B082Y3PN8G\"}\n{\"timestamp\": \"2025-04-29T16:33:30.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:34:20.553Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-29T16:57:51.184Z\", \"action\": 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\"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:00.924Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:02.144Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:03.958Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:04.943Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:06.946Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:11.193Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:37.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:50:56.470Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:51:58.405Z\", \"action\": \"input\", \"action_argument\": \"vans shoes women\"}\n{\"timestamp\": \"2025-05-02T03:52:11.484Z\", \"action\": \"click_product\", \"action_argument\": \"B089P1HNLC\"}\n{\"timestamp\": \"2025-05-02T03:53:08.892Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"vans shoes women\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"price\": \"$60.00\"\n},\n {\n \"bullet_list\": \"LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \\u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \\u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style.\"\n},\n {\n \"asin\": \"B0DJ1JFVWW\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"7\"\n},\n {\n \"Color\": \"Canvas Sepia Rose\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$41.12\", \"quantity\": \"\"},\n {\"title\": \"WHITIN Women's Barefoot Shoes Minimalist Wide Width Toe Box Fashion Sneakers Zero Drop Size 7.5 Gym Athletic Running Walking Workout W81 Flat Pink 38\", \"asin\": \"B0C6XPLSPG\", \"price\": \"$41.99\", \"quantity\": \"\"},\n {\"title\": \"OLUKAI Pehuea Li Women's Slip On Sneakers, Casual Everyday Shoes with Drop-in Heel & Breathable Mesh Design, Lightweight & All-Day Comfort, Tapa/Tapa, 9\", \"asin\": \"B07F77Q78K\", \"price\": \"$99.95\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Rothy's The Original Slip On Sneaker Women's Casual Fashion Shoes, Sand Light Beige, Made from Recycled Plastic Bottles & Machine Washable, Size 10.5\", \"asin\": \"B0D6BW7Z24\", \"price\": \"$99.00\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Leather Sneaker, White, 5\", \"asin\": \"B01MU4K809\", \"price\": \"$44.93\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (6, Navy, Numeric_6)\", \"asin\": \"B08LSL9XTQ\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Rothy's The Lace Up Sneaker Women's, Casual Fashion Shoes, Blonde, Made from Recycled Plastic Bottles & Machine Washable, Size 7\", \"asin\": \"B0DJ14PFNG\", \"price\": \"$149.00\", \"quantity\": \"\"},\n {\"title\": \"Rothy's The Weekend Slide Women's Slip-On Shoes, Comfortable Sandals, Oat, Made From Recycled Plastic Bottles & Machine Washable, Size 7.5\", \"asin\": \"B0DL9QR9G1\", \"price\": \"$139.00\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US5.5)\", \"asin\": \"B08PXXLYSK\", \"price\": \"$14.69\", \"quantity\": \"\"},\n {\"title\": \"WHITIN Women's Barefoot Shoes Minimalist Wide Width Toe Box Fashion Sneakers Zero Drop Size 7.5 Gym Athletic Running Walking Workout W81 Flat Pink 38\", \"asin\": \"B0C6XPLSPG\", \"price\": \"$41.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (White 07)\", \"asin\": \"B07YKDD9PZ\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"OLUKAI Pehuea Li Women's Slip On Sneakers, Casual Everyday Shoes with Drop-in Heel & Breathable Mesh Design, Lightweight & All-Day Comfort, Tapa/Tapa, 9\", \"asin\": \"B07F77Q78K\", \"price\": \"$99.95\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:53:10.166Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:53:24.601Z	click	product_option	rule	2025-05-02T03:53:24.601Z	train	891	2025-05-02T03:53:24.601Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": 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"2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:03.958Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:04.943Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:06.946Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:11.193Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:37.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:50:56.470Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:51:58.405Z", "action": "input", "action_argument": "vans shoes women"} {"timestamp": "2025-05-02T03:52:11.484Z", "action": "click_product", "action_argument": "B089P1HNLC"} {"timestamp": "2025-05-02T03:53:08.892Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:10.166Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "vans shoes women" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "price": "$60.00" }, { "bullet_list": "LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style." }, { "asin": "B0DJ1J7DDN" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "7" }, { "Color": "Canvas Sepia Rose" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$28.99", "quantity": ""}, {"title": "Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5", "asin": "B0BK99H72G", "price": "$25.99", "quantity": ""}, {"title": "Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Grey,9)", "asin": "B0CP7387NS", "price": "$21.99", "quantity": ""}, {"title": "adidas Originals womens Forum Bold", "asin": "B09FVHBHC7", "price": "$49.21", "quantity": ""}, {"title": "Reebok Unisex-Adult Campio Xt Sneaker", "asin": "B0D6ZKN1MC", "price": "$65.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (Grey Dot 07)", "asin": "B07YKD812X", "price": "$25.99", "quantity": ""}, {"title": "Sam Edelman Women's Pippy", "asin": "B0CNKVXMS7", "price": "$87.94", "quantity": ""}, {"title": "Riyibcxr Womens Classic Fasion Tennis Sneakers Comfortable Causual Walking Shoes Women's Trendy Skate Shoes,Beige,8.5", "asin": "B0DRTDLTPL", "price": "$35.99", "quantity": ""}, {"title": "Womens Classic White Sneakers,Low Top White Canvas Shoes,Lightweight Casual Canvas Sneakers(White Flower.US8)", "asin": "B08MTGC39G", "price": "$19.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(White,US8.5)", "asin": "B0CP5PDP6H", "price": "$21.99", "quantity": ""}, {"title": "Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5", "asin": "B0BK99H72G", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Navy, Numeric_8)", "asin": "B08LSBMWXL", "price": "$18.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:53:24.601Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 891, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", 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\"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:00.924Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:02.144Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:03.958Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:04.943Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:06.946Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:11.193Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:37.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:50:56.470Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:51:58.405Z\", \"action\": \"input\", \"action_argument\": \"vans shoes women\"}\n{\"timestamp\": \"2025-05-02T03:52:11.484Z\", \"action\": \"click_product\", \"action_argument\": \"B089P1HNLC\"}\n{\"timestamp\": \"2025-05-02T03:53:08.892Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:10.166Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"vans shoes women\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"price\": \"$60.00\"\n},\n {\n \"bullet_list\": \"LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \\u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \\u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style.\"\n},\n {\n \"asin\": \"B0DJ1J7DDN\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"7\"\n},\n {\n \"Color\": \"Canvas Sepia Rose\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$28.99\", \"quantity\": \"\"},\n {\"title\": \"Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5\", \"asin\": \"B0BK99H72G\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Grey,9)\", \"asin\": \"B0CP7387NS\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"adidas Originals womens Forum Bold\", \"asin\": \"B09FVHBHC7\", \"price\": \"$49.21\", \"quantity\": \"\"},\n {\"title\": \"Reebok Unisex-Adult Campio Xt Sneaker\", \"asin\": \"B0D6ZKN1MC\", \"price\": \"$65.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (Grey Dot 07)\", \"asin\": \"B07YKD812X\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Sam Edelman Women's Pippy\", \"asin\": \"B0CNKVXMS7\", \"price\": \"$87.94\", \"quantity\": \"\"},\n {\"title\": \"Riyibcxr Womens Classic Fasion Tennis Sneakers Comfortable Causual Walking Shoes Women's Trendy Skate Shoes,Beige,8.5\", \"asin\": \"B0DRTDLTPL\", \"price\": \"$35.99\", \"quantity\": \"\"},\n {\"title\": \"Womens Classic White Sneakers,Low Top White Canvas Shoes,Lightweight Casual Canvas Sneakers(White Flower.US8)\", \"asin\": \"B08MTGC39G\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(White,US8.5)\", \"asin\": \"B0CP5PDP6H\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5\", \"asin\": \"B0BK99H72G\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Navy, Numeric_8)\", \"asin\": \"B08LSBMWXL\", \"price\": \"$18.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:53:24.601Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:53:25.756Z	click	product_option	rule	2025-05-02T03:53:25.756Z	train	892	2025-05-02T03:53:25.756Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": 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"2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:03.958Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:04.943Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:06.946Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:11.193Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:37.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:50:56.470Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:51:58.405Z", "action": "input", "action_argument": "vans shoes women"} {"timestamp": "2025-05-02T03:52:11.484Z", "action": "click_product", "action_argument": "B089P1HNLC"} {"timestamp": "2025-05-02T03:53:08.892Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:10.166Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:24.601Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "vans shoes women" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "price": "$60.00" }, { "bullet_list": "LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style." }, { "asin": "B0DJ1J7DDN" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "7" }, { "Color": "Canvas Sepia Rose" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$28.99", "quantity": ""}, {"title": "Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5", "asin": "B0BK99H72G", "price": "$25.99", "quantity": ""}, {"title": "Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Grey,9)", "asin": "B0CP7387NS", "price": "$21.99", "quantity": ""}, {"title": "adidas Originals womens Forum Bold", "asin": "B09FVHBHC7", "price": "$49.21", "quantity": ""}, {"title": "Reebok Unisex-Adult Campio Xt Sneaker", "asin": "B0D6ZKN1MC", "price": "$65.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (Grey Dot 07)", "asin": "B07YKD812X", "price": "$25.99", "quantity": ""}, {"title": "Sam Edelman Women's Pippy", "asin": "B0CNKVXMS7", "price": "$87.94", "quantity": ""}, {"title": "Riyibcxr Womens Classic Fasion Tennis Sneakers Comfortable Causual Walking Shoes Women's Trendy Skate Shoes,Beige,8.5", "asin": "B0DRTDLTPL", "price": "$35.99", "quantity": ""}, {"title": "Womens Classic White Sneakers,Low Top White Canvas Shoes,Lightweight Casual Canvas Sneakers(White Flower.US8)", "asin": "B08MTGC39G", "price": "$19.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(White,US8.5)", "asin": "B0CP5PDP6H", "price": "$21.99", "quantity": ""}, {"title": "Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5", "asin": "B0BK99H72G", "price": "$25.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Navy, Numeric_8)", "asin": "B08LSBMWXL", "price": "$18.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:53:25.756Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 892, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", 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\"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:00.924Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:02.144Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:03.958Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:04.943Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:06.946Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:11.193Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:37.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:50:56.470Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:51:58.405Z\", \"action\": \"input\", \"action_argument\": \"vans shoes women\"}\n{\"timestamp\": \"2025-05-02T03:52:11.484Z\", \"action\": \"click_product\", \"action_argument\": \"B089P1HNLC\"}\n{\"timestamp\": \"2025-05-02T03:53:08.892Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:10.166Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:24.601Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"vans shoes women\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"price\": \"$60.00\"\n},\n {\n \"bullet_list\": \"LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \\u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \\u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style.\"\n},\n {\n \"asin\": \"B0DJ1J7DDN\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"7\"\n},\n {\n \"Color\": \"Canvas Sepia Rose\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$28.99\", \"quantity\": \"\"},\n {\"title\": \"Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5\", \"asin\": \"B0BK99H72G\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Grey,9)\", \"asin\": \"B0CP7387NS\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"adidas Originals womens Forum Bold\", \"asin\": \"B09FVHBHC7\", \"price\": \"$49.21\", \"quantity\": \"\"},\n {\"title\": \"Reebok Unisex-Adult Campio Xt Sneaker\", \"asin\": \"B0D6ZKN1MC\", \"price\": \"$65.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (Grey Dot 07)\", \"asin\": \"B07YKD812X\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Sam Edelman Women's Pippy\", \"asin\": \"B0CNKVXMS7\", \"price\": \"$87.94\", \"quantity\": \"\"},\n {\"title\": \"Riyibcxr Womens Classic Fasion Tennis Sneakers Comfortable Causual Walking Shoes Women's Trendy Skate Shoes,Beige,8.5\", \"asin\": \"B0DRTDLTPL\", \"price\": \"$35.99\", \"quantity\": \"\"},\n {\"title\": \"Womens Classic White Sneakers,Low Top White Canvas Shoes,Lightweight Casual Canvas Sneakers(White Flower.US8)\", \"asin\": \"B08MTGC39G\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(White,US8.5)\", \"asin\": \"B0CP5PDP6H\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5\", \"asin\": \"B0BK99H72G\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Navy, Numeric_8)\", \"asin\": \"B08LSBMWXL\", \"price\": \"$18.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:53:25.756Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:53:29.561Z	click	product_option	rule	2025-05-02T03:53:29.561Z	train	893	2025-05-02T03:53:29.561Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": 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"2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:03.958Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:04.943Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:06.946Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:11.193Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:37.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:50:56.470Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:51:58.405Z", "action": "input", "action_argument": "vans shoes women"} {"timestamp": "2025-05-02T03:52:11.484Z", "action": "click_product", "action_argument": "B089P1HNLC"} {"timestamp": "2025-05-02T03:53:08.892Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:10.166Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:24.601Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:25.756Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "vans shoes women" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "price": "$60.00" }, { "bullet_list": "LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style." }, { "asin": "B0DJ1GRRFH" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "7" }, { "Color": "Canvas Sepia Rose" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$28.99", "quantity": ""}, {"title": "WHITIN Women's Barefoot Minimalist Shoes Wide Width Toe Box Fashion Sneakers Zero Drop Size 11 Road Running Walking Tennis W81 Flat Gym Yellow 42", "asin": "B0BS5F9C27", "price": "$41.99", "quantity": ""}, {"title": "Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Grey,6)", "asin": "B0CP72VX4M", "price": "$21.99", "quantity": ""}, {"title": "FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(Purple,US9)", "asin": "B0CP5PYJX3", "price": "$21.99", "quantity": ""}, {"title": "Womens White Canvas Sneakers Low Top Lace-up Canvas Shoes Lightweight Casual Tennis Shoes(White.US9)", "asin": "B09YTTMSF3", "price": "$18.90", "quantity": ""}, {"title": "XRH Tennis Shoes Womens Low Top Casual Shoes for Women, Lace Up Canvas Sneakers Comfortable Shoes for Women Walking Shoes(White,US7", "asin": "B0D3XHYZ38", "price": "$21.59", "quantity": ""}, {"title": "Womens Classic White Sneakers,Low Top White Canvas Shoes,Lightweight Casual Canvas Sneakers(White Flower.US8)", "asin": "B08MTGC39G", "price": "$19.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Black, Numeric_8)", "asin": "B08LSG5V7Z", "price": "$18.99", "quantity": ""}, {"title": "Womens White Canvas Sneakers Low Top Lace-up Canvas Shoes Lightweight Casual Tennis Shoes(White.US6)", "asin": "B09YTSGBCC", "price": "$18.90", "quantity": ""}, {"title": "Cull4U Women's Laid Back Low-Top Sneaker Shoe (6.5 M US,Yellow)", "asin": "B089NZDSF3", "price": "$26.99", "quantity": ""}, {"title": "Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion Black Sneaker Shoes\uff08Yellow,US7\uff09", "asin": "B0CRVF19K8", "price": "$19.99", "quantity": ""}, {"title": "Adokoo Canvas Tennis Shoes for Women Low Top Casual White Navy Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Navy,7.5)", "asin": "B0CY29RXY4", "price": "$21.99", "quantity": ""}, {"title": "XRH Tennis Shoes Womens Low Top Casual Shoes for Women, Lace Up Canvas Sneakers Comfortable Shoes for Women Walking Shoes(White,US7", "asin": "B0D3XHYZ38", "price": "$21.59", "quantity": ""}, {"title": "FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(Purple,US9)", "asin": "B0CP5PYJX3", "price": "$21.99", "quantity": ""}, {"title": "WHITIN Women's Barefoot Minimalist Shoes Wide Width Toe Box Fashion Sneakers Zero Drop Size 11 Road Running Walking Tennis W81 Flat Gym Yellow 42", "asin": "B0BS5F9C27", "price": "$41.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:53:29.561Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 893, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-13T21:11:27.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:32.271Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:11:42.672Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-13T21:14:50.605Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:14:59.133Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:02.600Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:04.823Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-13T21:15:08.373Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-13T21:15:10.937Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-14T01:39:29.917Z\", \"action\": \"input\", \"action_argument\": \"post it notes\"}\n{\"timestamp\": \"2025-04-14T01:39:46.757Z\", \"action\": \"click_product\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:46.683Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:40:56.477Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:05.492Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-14T01:41:23.020Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:41:27.655Z\", \"action\": \"purchase\", \"action_argument\": \"B0CMGJ6FRB\"}\n{\"timestamp\": \"2025-04-14T01:42:10.423Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T01:42:14.723Z\", \"action\": \"click\", 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\"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:00.924Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:02.144Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:03.958Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:04.943Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:06.946Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:11.193Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:37.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:50:56.470Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:51:58.405Z\", \"action\": \"input\", \"action_argument\": \"vans shoes women\"}\n{\"timestamp\": \"2025-05-02T03:52:11.484Z\", \"action\": \"click_product\", \"action_argument\": \"B089P1HNLC\"}\n{\"timestamp\": \"2025-05-02T03:53:08.892Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:10.166Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:24.601Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:25.756Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"vans shoes women\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"price\": \"$60.00\"\n},\n {\n \"bullet_list\": \"LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \\u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \\u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style.\"\n},\n {\n \"asin\": \"B0DJ1GRRFH\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"7\"\n},\n {\n \"Color\": \"Canvas Sepia Rose\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$28.99\", \"quantity\": \"\"},\n {\"title\": \"WHITIN Women's Barefoot Minimalist Shoes Wide Width Toe Box Fashion Sneakers Zero Drop Size 11 Road Running Walking Tennis W81 Flat Gym Yellow 42\", \"asin\": \"B0BS5F9C27\", \"price\": \"$41.99\", \"quantity\": \"\"},\n {\"title\": \"Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Grey,6)\", \"asin\": \"B0CP72VX4M\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(Purple,US9)\", \"asin\": \"B0CP5PYJX3\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Womens White Canvas Sneakers Low Top Lace-up Canvas Shoes Lightweight Casual Tennis Shoes(White.US9)\", \"asin\": \"B09YTTMSF3\", \"price\": \"$18.90\", \"quantity\": \"\"},\n {\"title\": \"XRH Tennis Shoes Womens Low Top Casual Shoes for Women, Lace Up Canvas Sneakers Comfortable Shoes for Women Walking Shoes(White,US7\", \"asin\": \"B0D3XHYZ38\", \"price\": \"$21.59\", \"quantity\": \"\"},\n {\"title\": \"Womens Classic White Sneakers,Low Top White Canvas Shoes,Lightweight Casual Canvas Sneakers(White Flower.US8)\", \"asin\": \"B08MTGC39G\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Black, Numeric_8)\", \"asin\": \"B08LSG5V7Z\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Womens White Canvas Sneakers Low Top Lace-up Canvas Shoes Lightweight Casual Tennis Shoes(White.US6)\", \"asin\": \"B09YTSGBCC\", \"price\": \"$18.90\", \"quantity\": \"\"},\n {\"title\": \"Cull4U Women's Laid Back Low-Top Sneaker Shoe (6.5 M US,Yellow)\", \"asin\": \"B089NZDSF3\", \"price\": \"$26.99\", \"quantity\": \"\"},\n {\"title\": \"Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion Black Sneaker Shoes\\uff08Yellow,US7\\uff09\", \"asin\": \"B0CRVF19K8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Adokoo Canvas Tennis Shoes for Women Low Top Casual White Navy Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Navy,7.5)\", \"asin\": \"B0CY29RXY4\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"XRH Tennis Shoes Womens Low Top Casual Shoes for Women, Lace Up Canvas Sneakers Comfortable Shoes for Women Walking Shoes(White,US7\", \"asin\": \"B0D3XHYZ38\", \"price\": \"$21.59\", \"quantity\": \"\"},\n {\"title\": \"FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(Purple,US9)\", \"asin\": \"B0CP5PYJX3\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"WHITIN Women's Barefoot Minimalist Shoes Wide Width Toe Box Fashion Sneakers Zero Drop Size 11 Road Running Walking Tennis W81 Flat Gym Yellow 42\", \"asin\": \"B0BS5F9C27\", \"price\": \"$41.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:53:29.561Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:53:31.247Z	click	product_option	rule	2025-05-02T03:53:31.247Z	train	894	2025-05-02T03:53:31.247Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": 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"2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:03.958Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:04.943Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:06.946Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:11.193Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:37.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:50:56.470Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:51:58.405Z", "action": "input", "action_argument": "vans shoes women"} {"timestamp": "2025-05-02T03:52:11.484Z", "action": "click_product", "action_argument": "B089P1HNLC"} {"timestamp": "2025-05-02T03:53:08.892Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:10.166Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:24.601Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:25.756Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:29.561Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "vans shoes women" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "price": "$60.00" }, { "bullet_list": "LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style." }, { "asin": "B0DJ1GRRFH" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "7" }, { "Color": "Canvas Sepia Rose" } ], "promotion_items": [ {"title": "", "asin": "", "price": "$28.99", "quantity": ""}, {"title": "WHITIN Women's Barefoot Minimalist Shoes Wide Width Toe Box Fashion Sneakers Zero Drop Size 11 Road Running Walking Tennis W81 Flat Gym Yellow 42", "asin": "B0BS5F9C27", "price": "$41.99", "quantity": ""}, {"title": "Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Grey,6)", "asin": "B0CP72VX4M", "price": "$21.99", "quantity": ""}, {"title": "FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(Purple,US9)", "asin": "B0CP5PYJX3", "price": "$21.99", "quantity": ""}, {"title": "Womens White Canvas Sneakers Low Top Lace-up Canvas Shoes Lightweight Casual Tennis Shoes(White.US9)", "asin": "B09YTTMSF3", "price": "$18.90", "quantity": ""}, {"title": "XRH Tennis Shoes Womens Low Top Casual Shoes for Women, Lace Up Canvas Sneakers Comfortable Shoes for Women Walking Shoes(White,US7", "asin": "B0D3XHYZ38", "price": "$21.59", "quantity": ""}, {"title": "Womens Classic White Sneakers,Low Top White Canvas Shoes,Lightweight Casual Canvas Sneakers(White Flower.US8)", "asin": "B08MTGC39G", "price": "$19.99", "quantity": ""}, {"title": "kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Black, Numeric_8)", "asin": "B08LSG5V7Z", "price": "$18.99", "quantity": ""}, {"title": "Womens White Canvas Sneakers Low Top Lace-up Canvas Shoes Lightweight Casual Tennis Shoes(White.US6)", "asin": "B09YTSGBCC", "price": "$18.90", "quantity": ""}, {"title": "Cull4U Women's Laid Back Low-Top Sneaker Shoe (6.5 M US,Yellow)", "asin": "B089NZDSF3", "price": "$26.99", "quantity": ""}, {"title": "Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion Black Sneaker Shoes\uff08Yellow,US7\uff09", "asin": "B0CRVF19K8", "price": "$19.99", "quantity": ""}, {"title": "Adokoo Canvas Tennis Shoes for Women Low Top Casual White Navy Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Navy,7.5)", "asin": "B0CY29RXY4", "price": "$21.99", "quantity": ""}, {"title": "XRH Tennis Shoes Womens Low Top Casual Shoes for Women, Lace Up Canvas Sneakers Comfortable Shoes for Women Walking Shoes(White,US7", "asin": "B0D3XHYZ38", "price": "$21.59", "quantity": ""}, {"title": "FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(Purple,US9)", "asin": "B0CP5PYJX3", "price": "$21.99", "quantity": ""}, {"title": "WHITIN Women's Barefoot Minimalist Shoes Wide Width Toe Box Fashion Sneakers Zero Drop Size 11 Road Running Walking Tennis W81 Flat Gym Yellow 42", "asin": "B0BS5F9C27", "price": "$41.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:53:31.247Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>product_option</answer_argument>", "index": 894, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": 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\"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:00.924Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:02.144Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:03.958Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:04.943Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:06.946Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:11.193Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:37.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:50:56.470Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:51:58.405Z\", \"action\": \"input\", \"action_argument\": \"vans shoes women\"}\n{\"timestamp\": \"2025-05-02T03:52:11.484Z\", \"action\": \"click_product\", \"action_argument\": \"B089P1HNLC\"}\n{\"timestamp\": \"2025-05-02T03:53:08.892Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:10.166Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:24.601Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:25.756Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:29.561Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"vans shoes women\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"price\": \"$60.00\"\n},\n {\n \"bullet_list\": \"LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \\u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \\u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style.\"\n},\n {\n \"asin\": \"B0DJ1GRRFH\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"7\"\n},\n {\n \"Color\": \"Canvas Sepia Rose\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"$28.99\", \"quantity\": \"\"},\n {\"title\": \"WHITIN Women's Barefoot Minimalist Shoes Wide Width Toe Box Fashion Sneakers Zero Drop Size 11 Road Running Walking Tennis W81 Flat Gym Yellow 42\", \"asin\": \"B0BS5F9C27\", \"price\": \"$41.99\", \"quantity\": \"\"},\n {\"title\": \"Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Grey,6)\", \"asin\": \"B0CP72VX4M\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(Purple,US9)\", \"asin\": \"B0CP5PYJX3\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Womens White Canvas Sneakers Low Top Lace-up Canvas Shoes Lightweight Casual Tennis Shoes(White.US9)\", \"asin\": \"B09YTTMSF3\", \"price\": \"$18.90\", \"quantity\": \"\"},\n {\"title\": \"XRH Tennis Shoes Womens Low Top Casual Shoes for Women, Lace Up Canvas Sneakers Comfortable Shoes for Women Walking Shoes(White,US7\", \"asin\": \"B0D3XHYZ38\", \"price\": \"$21.59\", \"quantity\": \"\"},\n {\"title\": \"Womens Classic White Sneakers,Low Top White Canvas Shoes,Lightweight Casual Canvas Sneakers(White Flower.US8)\", \"asin\": \"B08MTGC39G\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"kufeiti Women's Canvas Slip On Shoes Sneakers for Women Fashion Comfortable White Black Elastic Sneakers for Women (8, Black, Numeric_8)\", \"asin\": \"B08LSG5V7Z\", \"price\": \"$18.99\", \"quantity\": \"\"},\n {\"title\": \"Womens White Canvas Sneakers Low Top Lace-up Canvas Shoes Lightweight Casual Tennis Shoes(White.US6)\", \"asin\": \"B09YTSGBCC\", \"price\": \"$18.90\", \"quantity\": \"\"},\n {\"title\": \"Cull4U Women's Laid Back Low-Top Sneaker Shoe (6.5 M US,Yellow)\", \"asin\": \"B089NZDSF3\", \"price\": \"$26.99\", \"quantity\": \"\"},\n {\"title\": \"Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion Black Sneaker Shoes\\uff08Yellow,US7\\uff09\", \"asin\": \"B0CRVF19K8\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Adokoo Canvas Tennis Shoes for Women Low Top Casual White Navy Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Navy,7.5)\", \"asin\": \"B0CY29RXY4\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"XRH Tennis Shoes Womens Low Top Casual Shoes for Women, Lace Up Canvas Sneakers Comfortable Shoes for Women Walking Shoes(White,US7\", \"asin\": \"B0D3XHYZ38\", \"price\": \"$21.59\", \"quantity\": \"\"},\n {\"title\": \"FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(Purple,US9)\", \"asin\": \"B0CP5PYJX3\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"WHITIN Women's Barefoot Minimalist Shoes Wide Width Toe Box Fashion Sneakers Zero Drop Size 11 Road Running Walking Tennis W81 Flat Gym Yellow 42\", \"asin\": \"B0BS5F9C27\", \"price\": \"$41.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:53:31.247Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:54:24.875Z	click	review	rule	2025-05-02T03:54:24.875Z	train	895	2025-05-02T03:54:24.875Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:03.958Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:04.943Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:06.946Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:11.193Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:37.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:50:56.470Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:51:58.405Z", "action": "input", "action_argument": "vans shoes women"} {"timestamp": "2025-05-02T03:52:11.484Z", "action": "click_product", "action_argument": "B089P1HNLC"} {"timestamp": "2025-05-02T03:53:08.892Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:10.166Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:24.601Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:25.756Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:29.561Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:31.247Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "vans shoes women" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "price": "$60.00" }, { "bullet_list": "LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style." }, { "asin": "B0DJ1J7DDN" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "7" }, { "Color": "Canvas Sepia Rose" } ], "promotion_items": [ {"title": "", "asin": "", "price": "", "quantity": ""}, {"title": "Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5", "asin": "B0BK99H72G", "price": "$25.99", "quantity": ""}, {"title": "Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Grey,9)", "asin": "B0CP7387NS", "price": "$21.99", "quantity": ""}, {"title": "adidas Originals womens Forum Bold", "asin": "B09FVHBHC7", "price": "$49.21", "quantity": ""}, {"title": "Reebok Unisex-Adult Campio Xt Sneaker", "asin": "B0D6ZKN1MC", "price": "$65.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (Grey Dot 07)", "asin": "B07YKD812X", "price": "$25.99", "quantity": ""}, {"title": "Riyibcxr Womens Classic Fasion Tennis Sneakers Comfortable Causual Walking Shoes Women's Trendy Skate Shoes,Beige,8.5", "asin": "B0DRTDLTPL", "price": "$35.99", "quantity": ""}, {"title": "Womens Classic White Sneakers,Low Top White Canvas Shoes,Lightweight Casual Canvas Sneakers(White Flower.US8)", "asin": "B08MTGC39G", "price": "$19.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(White,US8.5)", "asin": "B0CP5PDP6H", "price": "$21.99", "quantity": ""}, {"title": "Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5", "asin": "B0BK99H72G", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:54:24.875Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "index": 895, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": 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\"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:00.924Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:02.144Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:03.958Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:04.943Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:06.946Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:11.193Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:37.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:50:56.470Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:51:58.405Z\", \"action\": \"input\", \"action_argument\": \"vans shoes women\"}\n{\"timestamp\": \"2025-05-02T03:52:11.484Z\", \"action\": \"click_product\", \"action_argument\": \"B089P1HNLC\"}\n{\"timestamp\": \"2025-05-02T03:53:08.892Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:10.166Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:24.601Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:25.756Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:29.561Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:31.247Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"vans shoes women\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"price\": \"$60.00\"\n},\n {\n \"bullet_list\": \"LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \\u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \\u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style.\"\n},\n {\n \"asin\": \"B0DJ1J7DDN\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"7\"\n},\n {\n \"Color\": \"Canvas Sepia Rose\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n {\"title\": \"Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5\", \"asin\": \"B0BK99H72G\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Grey,9)\", \"asin\": \"B0CP7387NS\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"adidas Originals womens Forum Bold\", \"asin\": \"B09FVHBHC7\", \"price\": \"$49.21\", \"quantity\": \"\"},\n {\"title\": \"Reebok Unisex-Adult Campio Xt Sneaker\", \"asin\": \"B0D6ZKN1MC\", \"price\": \"$65.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (Grey Dot 07)\", \"asin\": \"B07YKD812X\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Riyibcxr Womens Classic Fasion Tennis Sneakers Comfortable Causual Walking Shoes Women's Trendy Skate Shoes,Beige,8.5\", \"asin\": \"B0DRTDLTPL\", \"price\": \"$35.99\", \"quantity\": \"\"},\n {\"title\": \"Womens Classic White Sneakers,Low Top White Canvas Shoes,Lightweight Casual Canvas Sneakers(White Flower.US8)\", \"asin\": \"B08MTGC39G\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(White,US8.5)\", \"asin\": \"B0CP5PDP6H\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5\", \"asin\": \"B0BK99H72G\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:54:24.875Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:54:27.477Z	click	review	rule	2025-05-02T03:54:27.477Z	train	896	2025-05-02T03:54:27.477Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:03.958Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:04.943Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:06.946Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:11.193Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:37.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:50:56.470Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:51:58.405Z", "action": "input", "action_argument": "vans shoes women"} {"timestamp": "2025-05-02T03:52:11.484Z", "action": "click_product", "action_argument": "B089P1HNLC"} {"timestamp": "2025-05-02T03:53:08.892Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:10.166Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:24.601Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:25.756Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:29.561Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:31.247Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:54:24.875Z", "action": "click", "action_argument": "review"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "vans shoes women" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "price": "$60.00" }, { "bullet_list": "LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style." }, { "asin": "B0DJ1J7DDN" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "7" }, { "Color": "Canvas Sepia Rose" } ], "promotion_items": [ {"title": "", "asin": "", "price": "", "quantity": ""}, {"title": "Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5", "asin": "B0BK99H72G", "price": "$25.99", "quantity": ""}, {"title": "Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Grey,9)", "asin": "B0CP7387NS", "price": "$21.99", "quantity": ""}, {"title": "adidas Originals womens Forum Bold", "asin": "B09FVHBHC7", "price": "$49.21", "quantity": ""}, {"title": "Reebok Unisex-Adult Campio Xt Sneaker", "asin": "B0D6ZKN1MC", "price": "$65.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (Grey Dot 07)", "asin": "B07YKD812X", "price": "$25.99", "quantity": ""}, {"title": "Riyibcxr Womens Classic Fasion Tennis Sneakers Comfortable Causual Walking Shoes Women's Trendy Skate Shoes,Beige,8.5", "asin": "B0DRTDLTPL", "price": "$35.99", "quantity": ""}, {"title": "Womens Classic White Sneakers,Low Top White Canvas Shoes,Lightweight Casual Canvas Sneakers(White Flower.US8)", "asin": "B08MTGC39G", "price": "$19.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(White,US8.5)", "asin": "B0CP5PDP6H", "price": "$21.99", "quantity": ""}, {"title": "Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5", "asin": "B0BK99H72G", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:54:27.477Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "index": 896, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": 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\"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:00.924Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:02.144Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:03.958Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:04.943Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:06.946Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:11.193Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:37.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:50:56.470Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:51:58.405Z\", \"action\": \"input\", \"action_argument\": \"vans shoes women\"}\n{\"timestamp\": \"2025-05-02T03:52:11.484Z\", \"action\": \"click_product\", \"action_argument\": \"B089P1HNLC\"}\n{\"timestamp\": \"2025-05-02T03:53:08.892Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:10.166Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:24.601Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:25.756Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:29.561Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:31.247Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:54:24.875Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"vans shoes women\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"price\": \"$60.00\"\n},\n {\n \"bullet_list\": \"LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \\u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \\u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style.\"\n},\n {\n \"asin\": \"B0DJ1J7DDN\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"7\"\n},\n {\n \"Color\": \"Canvas Sepia Rose\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n {\"title\": \"Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5\", \"asin\": \"B0BK99H72G\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Grey,9)\", \"asin\": \"B0CP7387NS\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"adidas Originals womens Forum Bold\", \"asin\": \"B09FVHBHC7\", \"price\": \"$49.21\", \"quantity\": \"\"},\n {\"title\": \"Reebok Unisex-Adult Campio Xt Sneaker\", \"asin\": \"B0D6ZKN1MC\", \"price\": \"$65.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (Grey Dot 07)\", \"asin\": \"B07YKD812X\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Riyibcxr Womens Classic Fasion Tennis Sneakers Comfortable Causual Walking Shoes Women's Trendy Skate Shoes,Beige,8.5\", \"asin\": \"B0DRTDLTPL\", \"price\": \"$35.99\", \"quantity\": \"\"},\n {\"title\": \"Womens Classic White Sneakers,Low Top White Canvas Shoes,Lightweight Casual Canvas Sneakers(White Flower.US8)\", \"asin\": \"B08MTGC39G\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(White,US8.5)\", \"asin\": \"B0CP5PDP6H\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5\", \"asin\": \"B0BK99H72G\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:54:27.477Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:54:31.525Z	click	review	rule	2025-05-02T03:54:31.525Z	train	897	2025-05-02T03:54:31.525Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:03.958Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:04.943Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:06.946Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:11.193Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:37.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:50:56.470Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:51:58.405Z", "action": "input", "action_argument": "vans shoes women"} {"timestamp": "2025-05-02T03:52:11.484Z", "action": "click_product", "action_argument": "B089P1HNLC"} {"timestamp": "2025-05-02T03:53:08.892Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:10.166Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:24.601Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:25.756Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:29.561Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:31.247Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:54:24.875Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:54:27.477Z", "action": "click", "action_argument": "review"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "vans shoes women" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "price": "$60.00" }, { "bullet_list": "LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style." }, { "asin": "B0DJ1J7DDN" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "7" }, { "Color": "Canvas Sepia Rose" } ], "promotion_items": [ {"title": "", "asin": "", "price": "", "quantity": ""}, {"title": "Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5", "asin": "B0BK99H72G", "price": "$25.99", "quantity": ""}, {"title": "Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Grey,9)", "asin": "B0CP7387NS", "price": "$21.99", "quantity": ""}, {"title": "adidas Originals womens Forum Bold", "asin": "B09FVHBHC7", "price": "$49.21", "quantity": ""}, {"title": "Reebok Unisex-Adult Campio Xt Sneaker", "asin": "B0D6ZKN1MC", "price": "$65.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (Grey Dot 07)", "asin": "B07YKD812X", "price": "$25.99", "quantity": ""}, {"title": "Riyibcxr Womens Classic Fasion Tennis Sneakers Comfortable Causual Walking Shoes Women's Trendy Skate Shoes,Beige,8.5", "asin": "B0DRTDLTPL", "price": "$35.99", "quantity": ""}, {"title": "Womens Classic White Sneakers,Low Top White Canvas Shoes,Lightweight Casual Canvas Sneakers(White Flower.US8)", "asin": "B08MTGC39G", "price": "$19.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(White,US8.5)", "asin": "B0CP5PDP6H", "price": "$21.99", "quantity": ""}, {"title": "Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5", "asin": "B0BK99H72G", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:54:31.525Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "index": 897, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": 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\"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:00.924Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:02.144Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:03.958Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:04.943Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:06.946Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:11.193Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:37.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:50:56.470Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:51:58.405Z\", \"action\": \"input\", \"action_argument\": \"vans shoes women\"}\n{\"timestamp\": \"2025-05-02T03:52:11.484Z\", \"action\": \"click_product\", \"action_argument\": \"B089P1HNLC\"}\n{\"timestamp\": \"2025-05-02T03:53:08.892Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:10.166Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:24.601Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:25.756Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:29.561Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:31.247Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:54:24.875Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:54:27.477Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"vans shoes women\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"price\": \"$60.00\"\n},\n {\n \"bullet_list\": \"LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \\u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \\u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style.\"\n},\n {\n \"asin\": \"B0DJ1J7DDN\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"7\"\n},\n {\n \"Color\": \"Canvas Sepia Rose\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n {\"title\": \"Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5\", \"asin\": \"B0BK99H72G\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Grey,9)\", \"asin\": \"B0CP7387NS\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"adidas Originals womens Forum Bold\", \"asin\": \"B09FVHBHC7\", \"price\": \"$49.21\", \"quantity\": \"\"},\n {\"title\": \"Reebok Unisex-Adult Campio Xt Sneaker\", \"asin\": \"B0D6ZKN1MC\", \"price\": \"$65.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (Grey Dot 07)\", \"asin\": \"B07YKD812X\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Riyibcxr Womens Classic Fasion Tennis Sneakers Comfortable Causual Walking Shoes Women's Trendy Skate Shoes,Beige,8.5\", \"asin\": \"B0DRTDLTPL\", \"price\": \"$35.99\", \"quantity\": \"\"},\n {\"title\": \"Womens Classic White Sneakers,Low Top White Canvas Shoes,Lightweight Casual Canvas Sneakers(White Flower.US8)\", \"asin\": \"B08MTGC39G\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(White,US8.5)\", \"asin\": \"B0CP5PDP6H\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5\", \"asin\": \"B0BK99H72G\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:54:31.525Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:54:36.525Z	click	review	rule	2025-05-02T03:54:36.525Z	train	898	2025-05-02T03:54:36.525Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:03.958Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:04.943Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:06.946Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:11.193Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:37.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:50:56.470Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:51:58.405Z", "action": "input", "action_argument": "vans shoes women"} {"timestamp": "2025-05-02T03:52:11.484Z", "action": "click_product", "action_argument": "B089P1HNLC"} {"timestamp": "2025-05-02T03:53:08.892Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:10.166Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:24.601Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:25.756Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:29.561Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:31.247Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:54:24.875Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:54:27.477Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:54:31.525Z", "action": "click", "action_argument": "review"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "vans shoes women" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "price": "$60.00" }, { "bullet_list": "LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style." }, { "asin": "B0DJ1J7DDN" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "7" }, { "Color": "Canvas Sepia Rose" } ], "promotion_items": [ {"title": "", "asin": "", "price": "", "quantity": ""}, {"title": "Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5", "asin": "B0BK99H72G", "price": "$25.99", "quantity": ""}, {"title": "Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Grey,9)", "asin": "B0CP7387NS", "price": "$21.99", "quantity": ""}, {"title": "adidas Originals womens Forum Bold", "asin": "B09FVHBHC7", "price": "$49.21", "quantity": ""}, {"title": "Reebok Unisex-Adult Campio Xt Sneaker", "asin": "B0D6ZKN1MC", "price": "$65.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (Grey Dot 07)", "asin": "B07YKD812X", "price": "$25.99", "quantity": ""}, {"title": "Riyibcxr Womens Classic Fasion Tennis Sneakers Comfortable Causual Walking Shoes Women's Trendy Skate Shoes,Beige,8.5", "asin": "B0DRTDLTPL", "price": "$35.99", "quantity": ""}, {"title": "Womens Classic White Sneakers,Low Top White Canvas Shoes,Lightweight Casual Canvas Sneakers(White Flower.US8)", "asin": "B08MTGC39G", "price": "$19.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(White,US8.5)", "asin": "B0CP5PDP6H", "price": "$21.99", "quantity": ""}, {"title": "Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5", "asin": "B0BK99H72G", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:54:36.525Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "index": 898, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": 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\"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:00.924Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:02.144Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:03.958Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:04.943Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:06.946Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:11.193Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:37.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:50:56.470Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:51:58.405Z\", \"action\": \"input\", \"action_argument\": \"vans shoes women\"}\n{\"timestamp\": \"2025-05-02T03:52:11.484Z\", \"action\": \"click_product\", \"action_argument\": \"B089P1HNLC\"}\n{\"timestamp\": \"2025-05-02T03:53:08.892Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:10.166Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:24.601Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:25.756Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:29.561Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:31.247Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:54:24.875Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:54:27.477Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:54:31.525Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"vans shoes women\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"price\": \"$60.00\"\n},\n {\n \"bullet_list\": \"LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \\u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \\u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style.\"\n},\n {\n \"asin\": \"B0DJ1J7DDN\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"7\"\n},\n {\n \"Color\": \"Canvas Sepia Rose\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n {\"title\": \"Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5\", \"asin\": \"B0BK99H72G\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Grey,9)\", \"asin\": \"B0CP7387NS\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"adidas Originals womens Forum Bold\", \"asin\": \"B09FVHBHC7\", \"price\": \"$49.21\", \"quantity\": \"\"},\n {\"title\": \"Reebok Unisex-Adult Campio Xt Sneaker\", \"asin\": \"B0D6ZKN1MC\", \"price\": \"$65.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (Grey Dot 07)\", \"asin\": \"B07YKD812X\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Riyibcxr Womens Classic Fasion Tennis Sneakers Comfortable Causual Walking Shoes Women's Trendy Skate Shoes,Beige,8.5\", \"asin\": \"B0DRTDLTPL\", \"price\": \"$35.99\", \"quantity\": \"\"},\n {\"title\": \"Womens Classic White Sneakers,Low Top White Canvas Shoes,Lightweight Casual Canvas Sneakers(White Flower.US8)\", \"asin\": \"B08MTGC39G\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(White,US8.5)\", \"asin\": \"B0CP5PDP6H\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5\", \"asin\": \"B0BK99H72G\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:54:36.525Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }
Action_Asin	[ { "content": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action a...	Action_Argument_Prediction	2025-05-02T03:54:37.872Z	click	review	rule	2025-05-02T03:54:37.872Z	train	899	2025-05-02T03:54:37.872Z	click	review	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. <\|actionspace_start\|> Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments: 1. input: Action: Type text into an input field to search for a specific product. Action Argument: the input_text is the specific text entered by the customer. { "timestamp": "timestamp", "action": "input", "action_argument": "input_text", } 2. click: Action: Click on a button or clickable element on the Amazon website. Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "click_type", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-09T20:39:45.943Z", "action": "input", "action_argument": "mini kit kat"} {"timestamp": "2025-04-09T20:40:36.739Z", "action": "input", "action_argument": "japanese mini kit kat"} {"timestamp": "2025-04-09T20:46:03.874Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:47:04.911Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-09T20:51:03.991Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-09T20:52:06.263Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:24.012Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:50.247Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:53.480Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:52:58.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:00.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-09T20:53:08.595Z", "action": "purchase", "action_argument": "B0DJ854XR5"} {"timestamp": "2025-04-12T01:05:09.691Z", "action": "input", "action_argument": "always ultra thin pads"} {"timestamp": "2025-04-12T01:07:28.744Z", "action": "input", "action_argument": "sticky notes"} {"timestamp": "2025-04-12T01:41:02.579Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T01:41:15.902Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-12T01:41:21.981Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T01:41:28.560Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"} {"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"} {"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"} {"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"} {"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"} {"timestamp": "2025-04-15T18:04:19.566Z", "action": "click_product", "action_argument": "B00Z1EEB28"} {"timestamp": "2025-04-29T16:14:07.634Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:14:38.909Z", "action": "input", "action_argument": "air jordans for women"} {"timestamp": "2025-04-29T16:15:32.061Z", "action": "click_product", "action_argument": "B09VCJYS93"} {"timestamp": "2025-04-29T16:16:45.142Z", "action": "click_product", "action_argument": "B082Y3PN8G"} {"timestamp": "2025-04-29T16:33:30.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:34:20.553Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:57:51.184Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T16:59:34.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:37.459Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:39.587Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:41.203Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:42.738Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:44.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:46.505Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T16:59:48.040Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:42.192Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-29T17:00:51.033Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:09.915Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-29T17:01:28.869Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:26:39.268Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-01T04:27:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-01T04:27:29.676Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:17.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:16:35.546Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:16:55.698Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:00.558Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:02.966Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:06.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:09.331Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:10.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:13.259Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:14.467Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:16.124Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:17.459Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:19.810Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:17:30.303Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:28.162Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:30:51.566Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:03.409Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:05.916Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:31:28.300Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:31:59.861Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:32.689Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:34:55.437Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:35:11.583Z", "action": "input", "action_argument": "dress+shoes+for+women"} {"timestamp": "2025-05-02T03:36:27.082Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:30.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:36:42.171Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:36:48.476Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:37:35.249Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:02.697Z", "action": "purchase", "action_argument": "B0DRY4ZXBM"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:46:39.640Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:42.534Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:45.497Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:03.958Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:04.943Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:06.946Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:11.193Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:49:37.646Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:50:56.470Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:51:58.405Z", "action": "input", "action_argument": "vans shoes women"} {"timestamp": "2025-05-02T03:52:11.484Z", "action": "click_product", "action_argument": "B089P1HNLC"} {"timestamp": "2025-05-02T03:53:08.892Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:10.166Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:24.601Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:25.756Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:29.561Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:53:31.247Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-05-02T03:54:24.875Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:54:27.477Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:54:31.525Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-05-02T03:54:36.525Z", "action": "click", "action_argument": "review"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. { "search_term": [ { "term": "vans shoes women" } ], "cart_items": [ {"title": "MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\uff08Black.US6\uff09", "asin": "B0DRY4ZXBM", "price": "$21.49", "quantity": "1"} ], "product_details": [ { "title": "Vans Women's Ward Platform Suede Trainers" }, { "price": "$60.00" }, { "bullet_list": "LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style." }, { "asin": "B0DJ1J7DDN" } ], "product_quantity": [ { "quantity": "1" } ], "product_options": [ { "Size": "7" }, { "Color": "Canvas Sepia Rose" } ], "promotion_items": [ {"title": "", "asin": "", "price": "", "quantity": ""}, {"title": "Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5", "asin": "B0BK99H72G", "price": "$25.99", "quantity": ""}, {"title": "Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Grey,9)", "asin": "B0CP7387NS", "price": "$21.99", "quantity": ""}, {"title": "adidas Originals womens Forum Bold", "asin": "B09FVHBHC7", "price": "$49.21", "quantity": ""}, {"title": "Reebok Unisex-Adult Campio Xt Sneaker", "asin": "B0D6ZKN1MC", "price": "$65.00", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (Grey Dot 07)", "asin": "B07YKD812X", "price": "$25.99", "quantity": ""}, {"title": "Riyibcxr Womens Classic Fasion Tennis Sneakers Comfortable Causual Walking Shoes Women's Trendy Skate Shoes,Beige,8.5", "asin": "B0DRTDLTPL", "price": "$35.99", "quantity": ""}, {"title": "Womens Classic White Sneakers,Low Top White Canvas Shoes,Lightweight Casual Canvas Sneakers(White Flower.US8)", "asin": "B08MTGC39G", "price": "$19.99", "quantity": ""}, {"title": "Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)", "asin": "B07YTX3HZX", "price": "$21.24", "quantity": ""}, {"title": "Keds Women's Triple Kick Sneaker, White Canvas, 10", "asin": "B01MU4KAUY", "price": "$46.05", "quantity": ""}, {"title": "FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(White,US8.5)", "asin": "B0CP5PDP6H", "price": "$21.99", "quantity": ""}, {"title": "Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5", "asin": "B0BK99H72G", "price": "$25.99", "quantity": ""} ] } <\|observation_end\|> # Output Format Please provide your response in JSON format within <answer></answer> tags using the following schema: "<answer> { "timestamp": "2025-05-02T03:54:37.872Z", // the timestamp when this action occurs "action": "string", // one of four action: input, click, click_product, purchase "acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	{ "ground_truth": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "style": "rule" }	{ "answer": "<answer_action>click</answer_action><answer_argument>review</answer_argument>", "index": 899, "question": "<\|im_start\|>system\nYou are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.\n<\|im_end\|>\n<\|im_start\|>user\nYou are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). \nNow your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. \n\n<\|actionspace_start\|>\nAvailable actions are represented in JSON format. There are four primary action types with their corresponding action arguments:\n1. input:\nAction: Type text into an input field to search for a specific product. \nAction Argument: the input_text is the specific text entered by the customer.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"input\",\n\"action_argument\": \"input_text\",\n}\n\n2. click:\nAction: Click on a button or clickable element on the Amazon website.\nAction Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"click_type\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-09T20:39:45.943Z\", \"action\": \"input\", \"action_argument\": \"mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:40:36.739Z\", \"action\": \"input\", \"action_argument\": \"japanese mini kit kat\"}\n{\"timestamp\": \"2025-04-09T20:46:03.874Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:47:04.911Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-09T20:51:03.991Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-09T20:52:06.263Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:24.012Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:50.247Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:53.480Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:52:58.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:00.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-09T20:53:08.595Z\", \"action\": \"purchase\", \"action_argument\": \"B0DJ854XR5\"}\n{\"timestamp\": \"2025-04-12T01:05:09.691Z\", \"action\": \"input\", \"action_argument\": \"always ultra thin pads\"}\n{\"timestamp\": \"2025-04-12T01:07:28.744Z\", \"action\": \"input\", \"action_argument\": \"sticky notes\"}\n{\"timestamp\": \"2025-04-12T01:41:02.579Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T01:41:15.902Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-12T01:41:21.981Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T01:41:28.560Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-12T17:22:30.466Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:23:48.839Z\", \"action\": \"input\", \"action_argument\": \"always+ultra+thin+pads regular\"}\n{\"timestamp\": \"2025-04-12T17:24:29.365Z\", \"action\": \"click_product\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T17:24:33.460Z\", \"action\": \"purchase\", \"action_argument\": \"B00G8DDCEE\"}\n{\"timestamp\": \"2025-04-12T23:46:14.011Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-12T23:46:36.177Z\", \"action\": 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\"2025-05-02T03:41:41.375Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:42.867Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:44.888Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:46.122Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:47.284Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:41:48.337Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:00.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:01.686Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:03.004Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:05.419Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:07.350Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:12.186Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:14.684Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:18.322Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:19.949Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:24.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:26.020Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:28.748Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:29.954Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:32.301Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:35.170Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:37.002Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:38.220Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:40.762Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:46.881Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:48.169Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:49.384Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:51.801Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:53.135Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:54.469Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:55.625Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:57.836Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:42:59.108Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:01.431Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:04.149Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:05.537Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:06.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:08.906Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:16.171Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:18.536Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:25.349Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:26.570Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:29.302Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:38.649Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:39.669Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:41.790Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:53.897Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:55.535Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:43:56.736Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:01.414Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:02.664Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:04.114Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:21.935Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:24.118Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:26.439Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:30.819Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:32.695Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:34.800Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:36.221Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:39.700Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:42.006Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:44:55.424Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:01.330Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:27.499Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:32.267Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:35.464Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:45.925Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:47.525Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:50.106Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:51.126Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:52.473Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:53.356Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:55.164Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:56.044Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:58.585Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:45:59.644Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:01.072Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:04.177Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:31.603Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:46:39.640Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:42.534Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:45.497Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:46:47.345Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:14.578Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:47:33.695Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:38.376Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:43.156Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:45.043Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:48.295Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:47:54.777Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:18.313Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:19.825Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:20.859Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:21.708Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:22.927Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:25.088Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-05-02T03:48:28.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:40.797Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:49.028Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:52.743Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-05-02T03:48:56.127Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:48:58.360Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:00.924Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:02.144Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:03.958Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:04.943Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:06.946Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:11.193Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:49:37.646Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:50:56.470Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:51:58.405Z\", \"action\": \"input\", \"action_argument\": \"vans shoes women\"}\n{\"timestamp\": \"2025-05-02T03:52:11.484Z\", \"action\": \"click_product\", \"action_argument\": \"B089P1HNLC\"}\n{\"timestamp\": \"2025-05-02T03:53:08.892Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:10.166Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:24.601Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:25.756Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:29.561Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:53:31.247Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-05-02T03:54:24.875Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:54:27.477Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:54:31.525Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-05-02T03:54:36.525Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n{\n \"search_term\": [\n {\n \"term\": \"vans shoes women\"\n}\n ],\n \"cart_items\": [\n {\"title\": \"MEFOUND Women's Flats Dress Shoes Comfortable PU Leather Casual Slip on Shoes Loafers Business Work Office\\uff08Black.US6\\uff09\", \"asin\": \"B0DRY4ZXBM\", \"price\": \"$21.49\", \"quantity\": \"1\"}\n ],\n \"product_details\": [\n {\n \"title\": \"Vans Women's Ward Platform Suede Trainers\"\n},\n {\n \"price\": \"$60.00\"\n},\n {\n \"bullet_list\": \"LAID-BACK LOW-TOP: With an easygoing, streamlined vibe that doesn't skip out on fashion, the Women's Filmore Decon sneakers keep you looking fresh and feeling comfortable wherever you go, from weekend kickbacks to big days in the city. DECONSTRUCTED DESIGN: Featuring slimmed-down deconstructed canvas uppers, accented by the sleek Vans Sidestripe, these casual shoes for women deliver a minimalist look that matches any outfit. EVERYDAY COMFORT: Made with lightweight canvas and a blucher open lacing system, these sneakers provide a flexible, roomy fit that moves with you \\u2013 plus Vans' signature rubber waffle outsole for superior grip and mobility. BUILT TO LAST: With a secure lace-up closure, vulcanized construction, and high-quality materials, these kicks are durable for everyday wear \\u2013 whether you're at the office, walking downtown with friends, or anywhere in between. HERITAGE MEETS MODERN STYLE: Vans has been setting trends since 1966, bringing creativity and individuality to every step. The Filmore Decon continues that legacy, delivering a low-top look that never goes out of style.\"\n},\n {\n \"asin\": \"B0DJ1J7DDN\"\n}\n ],\n \"product_quantity\": [\n {\n \"quantity\": \"1\"\n}\n ],\n \"product_options\": [\n {\n \"Size\": \"7\"\n},\n {\n \"Color\": \"Canvas Sepia Rose\"\n}\n ],\n \"promotion_items\": [\n {\"title\": \"\", \"asin\": \"\", \"price\": \"\", \"quantity\": \"\"},\n {\"title\": \"Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5\", \"asin\": \"B0BK99H72G\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Adokoo Canvas Tennis Shoes for Women Low Top Casual White Black Sneakers for Women Lace Up Fashion Comfortable Walking Shoes (Grey,9)\", \"asin\": \"B0CP7387NS\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"adidas Originals womens Forum Bold\", \"asin\": \"B09FVHBHC7\", \"price\": \"$49.21\", \"quantity\": \"\"},\n {\"title\": \"Reebok Unisex-Adult Campio Xt Sneaker\", \"asin\": \"B0D6ZKN1MC\", \"price\": \"$65.00\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"Women's Slip On Canvas Sneaker Low Top Casual Walking Shoes Classic Comfort Flat Fashion Sneakers (Grey Dot 07)\", \"asin\": \"B07YKD812X\", \"price\": \"$25.99\", \"quantity\": \"\"},\n {\"title\": \"Riyibcxr Womens Classic Fasion Tennis Sneakers Comfortable Causual Walking Shoes Women's Trendy Skate Shoes,Beige,8.5\", \"asin\": \"B0DRTDLTPL\", \"price\": \"$35.99\", \"quantity\": \"\"},\n {\"title\": \"Womens Classic White Sneakers,Low Top White Canvas Shoes,Lightweight Casual Canvas Sneakers(White Flower.US8)\", \"asin\": \"B08MTGC39G\", \"price\": \"$19.99\", \"quantity\": \"\"},\n {\"title\": \"Women's Canvas Slip On Sneakers Fashion Flats Shoes White Canvas Shoes (Leopard, US9)\", \"asin\": \"B07YTX3HZX\", \"price\": \"$21.24\", \"quantity\": \"\"},\n {\"title\": \"Keds Women's Triple Kick Sneaker, White Canvas, 10\", \"asin\": \"B01MU4KAUY\", \"price\": \"$46.05\", \"quantity\": \"\"},\n {\"title\": \"FRACORA Womens White Canvas Sneakers Low Top Canvas Shoes for Men Fashion Unisex Sneakers(White,US8.5)\", \"asin\": \"B0CP5PDP6H\", \"price\": \"$21.99\", \"quantity\": \"\"},\n {\"title\": \"Women Canvas Sneaker Slip On Non Slip Casual Shoes Lace Up Canvas Low Top White Shoes Loafers for Women Fashion White Sneaker Shoes(White,US5.5\", \"asin\": \"B0BK99H72G\", \"price\": \"$25.99\", \"quantity\": \"\"}\n ]\n}\n<\|observation_end\|>\n\n# Output Format\nPlease provide your response in JSON format within <answer></answer> tags using the following schema:\n\"<answer>\n{\n\"timestamp\": \"2025-05-02T03:54:37.872Z\", // the timestamp when this action occurs\n\"action\": \"string\", // one of four action: input, click, click_product, purchase\n\"acion_argument\": \"string\", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin\n}\n</answer>\"\n\n<\|im_end\|>\n<\|im_start\|>assistant\n<think>\n", "split": "train" }

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