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Based on the user's interactions and sentiments from user reviews, recommend the 10 best beauty products from the candidate list, with the most relevant product first.
{ "candidates": [ "10897", "5386", "736", "11279", "12016", "11170", "10745", "2936", "16434", "15243", "18565", "16538", "13651", "16697", "16297", "17760", "17148", "13271", "13907", "5734", "6221", "14355", "2873", "10397", "8733", "9609", "10374", "13230", "4974", "10093", "7744", "1625", "12047", "10885", "7583", "1191", "8400", "11083", "18134", "3024", "11004", "13469", "12224", "13788", "14167", "400", "14691", "10065", "8872", "17718" ], "interaction": [ { "item": "8276", "sentiment": "Weak Negative" }, { "item": "18071", "sentiment": "Strong Negative" }, { "item": "10164", "sentiment": "Neutral" } ], "user_id": "8201" }
{ "recommended": [ "10897", "5386", "736", "11279", "12016", "11170", "10745", "2936", "16434", "15243" ] }