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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": [ "1098", "2244", "9992", "4091", "390", "5714", "10793", "1099", "1953", "973", "11690", "6022", "5412", "1213", "9461", "1002", "376", "7157", "7651", "7030", "9226", "480", "8052", "5280", "312", "9562", "1459", "2393", "2891", "6726", "5350", "3338", "6385", "6339", "7649", "8274", "281", "8456", "3959", "5407", "2019", "3624", "9462", "10928", "9746", "2317", "9998", "3681", "7652", "3398" ], "interaction": [ { "item": "9450", "sentiment": "Strong Positive" }, { "item": "9840", "sentiment": "Weak Negative" }, { "item": "10077", "sentiment": "Weak Negative" }, { "item": "11156", "sentiment": "Strong Positive" }, { "item": "11753", "sentiment": "Strong Positive" }, { "item": "11864", "sentiment": "Strong Positive" } ], "user_id": "1" }
{ "recommended": [ "1098", "2244", "9992", "4091", "390", "5714", "10793", "1099", "1953", "973" ] }
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": [ "9034", "9221", "11614", "8972", "3317", "700", "4042", "10587", "11321", "11158", "4484", "4587", "3163", "1384", "298", "4795", "4291", "3107", "6726", "10603", "11653", "1076", "4644", "8543", "2461", "10298", "721", "4135", "9947", "9552", "2944", "227", "10666", "6109", "2076", "489", "3064", "10550", "2146", "416", "9819", "1948", "59", "10365", "9506", "5069", "11243", "8054", "3414", "2254" ], "interaction": [ { "item": "3310", "sentiment": "Neutral" }, { "item": "4573", "sentiment": "Strong Positive" }, { "item": "9080", "sentiment": "Strong Positive" }, { "item": "4137", "sentiment": "Strong Positive" }, { "item": "10956", "sentiment": "Strong Positive" }, { "item": "59", "sentiment": "Strong Negative" } ], "user_id": "2" }
{ "recommended": [ "59", "9034", "9221", "11614", "8972", "3317", "700", "4042", "10587", "11321" ] }
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": [ "8836", "10422", "9990", "8633", "3195", "10178", "6533", "1285", "7821", "7977", "10649", "1121", "7618", "3574", "6597", "8980", "11676", "6448", "126", "1352", "4496", "5530", "3392", "187", "6077", "398", "4341", "5731", "3052", "6329", "676", "393", "5610", "8567", "384", "4115", "1187", "6031", "67", "10254", "4073", "7901", "4365", "2917", "4243", "2287", "11547", "1036", "2329", "2832" ], "interaction": [ { "item": "4209", "sentiment": "Strong Positive" }, { "item": "4387", "sentiment": "Strong Positive" }, { "item": "6363", "sentiment": "Strong Positive" }, { "item": "454", "sentiment": "Strong Positive" }, { "item": "5666", "sentiment": "Strong Positive" }, { "item": "8650", "sentiment": "Strong Positive" }, { "item": "8877", "sentiment": "Strong Positive" }, { "item": "9405", "sentiment": "Strong Positive" }, { "item": "10254", "sentiment": "Strong Positive" } ], "user_id": "3" }
{ "recommended": [ "10254", "8836", "10422", "9990", "8633", "3195", "10178", "6533", "1285", "7821" ] }
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": [ "7215", "8518", "9992", "5338", "10321", "7473", "7963", "4904", "5337", "9376", "11342", "6461", "5319", "6884", "1542", "11376", "6488", "10807", "98", "7508", "7765", "11000", "8766", "11355", "7590", "7767", "3655", "4682", "4675", "8650", "12031", "4373", "375", "6389", "1906", "7737", "6606", "1842", "3531", "9980", "11721", "7163", "10013", "9612", "6542", "261", "1313", "10360", "4823", "8841" ], "interaction": [ { "item": "8969", "sentiment": "Strong Positive" }, { "item": "10131", "sentiment": "Strong Positive" }, { "item": "8824", "sentiment": "Strong Positive" }, { "item": "8651", "sentiment": "Weak Positive" }, { "item": "10148", "sentiment": "Strong Positive" }, { "item": "3496", "sentiment": "Weak Negative" }, { "item": "9767", "sentiment": "Strong Positive" }, { "item": "10321", "sentiment": "Strong Positive" } ], "user_id": "4" }
{ "recommended": [ "10321", "7215", "8518", "9992", "5338", "7473", "7963", "4904", "5337", "9376" ] }
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": [ "9850", "10393", "6562", "10587", "8792", "10228", "3315", "8329", "8990", "10211", "9840", "7404", "6801", "9919", "5493", "2558", "9405", "9744", "4484", "516", "11825", "5698", "10500", "9132", "7568", "10701", "3772", "10099", "7573", "207", "9439", "177", "2423", "2091", "12056", "1386", "2331", "6403", "8488", "873", "6428", "5883", "6716", "9596", "9383", "657", "83", "2274", "961", "3568" ], "interaction": [ { "item": "8936", "sentiment": "Strong Positive" }, { "item": "5098", "sentiment": "Strong Negative" }, { "item": "8072", "sentiment": "Weak Positive" }, { "item": "8347", "sentiment": "Strong Positive" }, { "item": "10163", "sentiment": "Neutral" }, { "item": "8824", "sentiment": "Neutral" }, { "item": "10228", "sentiment": "Strong Positive" } ], "user_id": "5" }
{ "recommended": [ "10228", "9850", "10393", "6562", "10587", "8792", "3315", "8329", "8990", "10211" ] }
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": [ "5092", "10147", "4908", "9100", "939", "6594", "3306", "10699", "8176", "135", "6165", "9201", "4499", "11619", "9957", "3751", "680", "3677", "6986", "5189", "7025", "2816", "5729", "2701", "7712", "2154", "1727", "5061", "1284", "2504", "1750", "5280", "7737", "947", "2045", "3147", "6725", "8925", "10708", "11856", "3309", "259", "10890", "3422", "11521", "3005", "10555", "1379", "2554", "3647" ], "interaction": [ { "item": "3615", "sentiment": "Strong Positive" }, { "item": "9885", "sentiment": "Neutral" }, { "item": "3906", "sentiment": "Strong Positive" }, { "item": "8662", "sentiment": "Weak Positive" }, { "item": "8030", "sentiment": "Strong Positive" }, { "item": "2714", "sentiment": "Strong Negative" }, { "item": "6005", "sentiment": "Strong Positive" }, { "item": "9212", "sentiment": "Strong Positive" }, { "item": "4644", "sentiment": "Neutral" }, { "item": "7450", "sentiment": "Strong Positive" }, { "item": "9201", "sentiment": "Strong Positive" } ], "user_id": "6" }
{ "recommended": [ "9201", "5092", "10147", "4908", "9100", "939", "6594", "3306", "10699", "8176" ] }
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": [ "10926", "10100", "11492", "10534", "10579", "9614", "7641", "3354", "1127", "4094", "7096", "1800", "9760", "10240", "861", "10763", "9624", "769", "10881", "4312", "7570", "10268", "8680", "5579", "7091", "9435", "10807", "11886", "5355", "5283", "817", "7537", "8210", "3479", "11857", "11889", "4247", "3636", "1919", "5945", "7825", "7454", "5178", "9979", "8058", "6338", "6187", "1594", "3104", "3502" ], "interaction": [ { "item": "9581", "sentiment": "Strong Positive" }, { "item": "9622", "sentiment": "Strong Positive" }, { "item": "9767", "sentiment": "Weak Positive" }, { "item": "9857", "sentiment": "Strong Negative" }, { "item": "10926", "sentiment": "Weak Negative" } ], "user_id": "7" }
{ "recommended": [ "10926", "10100", "11492", "10534", "10579", "9614", "7641", "3354", "1127", "4094" ] }
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": [ "5959", "159", "5737", "3831", "2364", "1093", "7087", "9666", "6875", "2690", "3657", "731", "2305", "6988", "3912", "8635", "9223", "6814", "8395", "3542", "7077", "6663", "7252", "2644", "161", "11897", "8488", "9317", "7229", "6986", "7592", "6776", "11800", "3966", "7390", "938", "4356", "5164", "6549", "10973", "4658", "10337", "1883", "1646", "1809", "6738", "5793", "2901", "11955", "10986" ], "interaction": [ { "item": "5381", "sentiment": "Strong Positive" }, { "item": "457", "sentiment": "Neutral" }, { "item": "2420", "sentiment": "Weak Positive" }, { "item": "4277", "sentiment": "Strong Positive" }, { "item": "2939", "sentiment": "Strong Positive" }, { "item": "3768", "sentiment": "Strong Positive" }, { "item": "3082", "sentiment": "Strong Positive" } ], "user_id": "8" }
{ "recommended": [ "5959", "159", "5737", "3831", "2364", "1093", "7087", "9666", "6875", "2690" ] }
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": [ "8681", "2114", "5826", "5528", "2922", "1715", "7840", "3901", "6187", "239", "10946", "9271", "8793", "2525", "6501", "5564", "5243", "4890", "5492", "11949", "7132", "999", "14", "2090", "11139", "6210", "5078", "8786", "9933", "6643", "2832", "5766", "7691", "1872", "165", "2585", "9027", "4788", "10031", "2603", "11149", "9067", "8535", "7220", "8642", "9836", "1549", "4652", "8480", "8540" ], "interaction": [ { "item": "4185", "sentiment": "Strong Positive" }, { "item": "599", "sentiment": "Neutral" }, { "item": "1178", "sentiment": "Neutral" }, { "item": "948", "sentiment": "Weak Negative" }, { "item": "7857", "sentiment": "Strong Negative" }, { "item": "2922", "sentiment": "Neutral" } ], "user_id": "9" }
{ "recommended": [ "2922", "8681", "2114", "5826", "5528", "1715", "7840", "3901", "6187", "239" ] }
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": [ "9526", "6884", "11632", "7351", "11906", "8847", "9165", "11121", "7922", "6192", "9029", "6843", "9827", "2922", "2446", "7140", "9484", "1902", "11388", "3707", "469", "4117", "999", "10470", "9419", "10126", "4843", "8858", "2813", "5916", "7887", "7570", "8615", "5285", "146", "5172", "11709", "9265", "4505", "9955", "8893", "273", "10900", "11774", "4009", "10444", "819", "1160", "1795", "588" ], "interaction": [ { "item": "9560", "sentiment": "Neutral" }, { "item": "10266", "sentiment": "Weak Positive" }, { "item": "8608", "sentiment": "Strong Positive" }, { "item": "1521", "sentiment": "Strong Positive" }, { "item": "6606", "sentiment": "Strong Positive" }, { "item": "7397", "sentiment": "Neutral" }, { "item": "7789", "sentiment": "Strong Positive" }, { "item": "7849", "sentiment": "Weak Negative" }, { "item": "8466", "sentiment": "Strong Positive" }, { "item": "8613", "sentiment": "Strong Positive" }, { "item": "10042", "sentiment": "Strong Positive" }, { "item": "10364", "sentiment": "Strong Positive" }, { "item": "10322", "sentiment": "Strong Positive" }, { "item": "5181", "sentiment": "Weak Positive" }, { "item": "5850", "sentiment": "Weak Positive" }, { "item": "8482", "sentiment": "Strong Negative" }, { "item": "7524", "sentiment": "Strong Positive" }, { "item": "9494", "sentiment": "Weak Positive" }, { "item": "3094", "sentiment": "Strong Positive" }, { "item": "7922", "sentiment": "Weak Positive" } ], "user_id": "10" }
{ "recommended": [ "7922", "9526", "6884", "11632", "7351", "11906", "8847", "9165", "11121", "6192" ] }
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": [ "7405", "10136", "10356", "5831", "7800", "1853", "7342", "6801", "1683", "2922", "1042", "3358", "7224", "11269", "5432", "7350", "2159", "6970", "5248", "8012", "1877", "11242", "6944", "6399", "3174", "48", "3352", "10990", "3787", "11695", "9025", "10012", "451", "11926", "8694", "1732", "11179", "11114", "9622", "4644", "4192", "11007", "9381", "3136", "2866", "11760", "9761", "3160", "1392", "9136" ], "interaction": [ { "item": "10842", "sentiment": "Strong Positive" }, { "item": "3531", "sentiment": "Strong Positive" }, { "item": "278", "sentiment": "Strong Positive" }, { "item": "1219", "sentiment": "Neutral" }, { "item": "4235", "sentiment": "Strong Negative" }, { "item": "5024", "sentiment": "Strong Positive" }, { "item": "7042", "sentiment": "Strong Positive" } ], "user_id": "11" }
{ "recommended": [ "7405", "10136", "10356", "5831", "7800", "1853", "7342", "6801", "1683", "2922" ] }
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": [ "5890", "2035", "907", "11256", "7200", "5494", "7341", "1274", "767", "9999", "7744", "343", "3551", "1350", "9923", "6289", "3803", "3942", "6322", "7105", "10512", "9849", "1621", "9939", "749", "8543", "11314", "9542", "10773", "7757", "7205", "4619", "8730", "10884", "4443", "4449", "9502", "10856", "6025", "50", "7942", "9566", "10581", "4862", "11413", "9983", "9604", "4113", "7754", "1415" ], "interaction": [ { "item": "10113", "sentiment": "Strong Positive" }, { "item": "455", "sentiment": "Neutral" }, { "item": "10094", "sentiment": "Strong Positive" }, { "item": "1190", "sentiment": "Neutral" }, { "item": "3313", "sentiment": "Strong Positive" }, { "item": "8748", "sentiment": "Strong Positive" } ], "user_id": "12" }
{ "recommended": [ "5890", "2035", "907", "11256", "7200", "5494", "7341", "1274", "767", "9999" ] }
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": [ "10618", "10928", "10526", "3736", "9762", "9506", "11375", "1577", "10202", "8832", "8185", "8779", "3623", "11793", "10234", "6802", "7612", "9776", "223", "8194", "9418", "5367", "6310", "9078", "12044", "134", "11206", "3333", "3427", "7592", "6481", "1985", "1296", "4457", "9604", "1755", "9927", "7182", "1984", "3665", "11451", "4513", "2600", "4276", "3511", "6299", "6866", "10708", "2579", "4247" ], "interaction": [ { "item": "3227", "sentiment": "Strong Negative" }, { "item": "4195", "sentiment": "Strong Positive" }, { "item": "4196", "sentiment": "Neutral" }, { "item": "8043", "sentiment": "Strong Positive" }, { "item": "10574", "sentiment": "Strong Positive" }, { "item": "10580", "sentiment": "Strong Positive" }, { "item": "11234", "sentiment": "Strong Positive" }, { "item": "11349", "sentiment": "Strong Positive" }, { "item": "11793", "sentiment": "Strong Positive" } ], "user_id": "13" }
{ "recommended": [ "11793", "10618", "10928", "10526", "3736", "9762", "9506", "11375", "1577", "10202" ] }
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": [ "2319", "3260", "1648", "3258", "4324", "11225", "4712", "9369", "7999", "4524", "642", "3694", "5279", "7851", "198", "582", "1831", "4458", "305", "5438", "3471", "1292", "4147", "7341", "3237", "353", "8029", "5527", "3438", "6420", "6089", "4527", "6717", "7744", "7884", "1371", "538", "6017", "11836", "9782", "8647", "2384", "4153", "2207", "7", "6709", "11771", "7200", "10964", "10154" ], "interaction": [ { "item": "5063", "sentiment": "Strong Positive" }, { "item": "6969", "sentiment": "Strong Positive" }, { "item": "7298", "sentiment": "Strong Positive" }, { "item": "6231", "sentiment": "Strong Positive" }, { "item": "5095", "sentiment": "Strong Positive" }, { "item": "5527", "sentiment": "Strong Positive" } ], "user_id": "14" }
{ "recommended": [ "5527", "2319", "3260", "1648", "3258", "4324", "11225", "4712", "9369", "7999" ] }
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": [ "6670", "8145", "5344", "1675", "9855", "11912", "5095", "9475", "9504", "4270", "5884", "117", "2238", "2781", "1315", "7186", "9541", "4411", "135", "7537", "3281", "7342", "2799", "4767", "3056", "7472", "593", "1928", "2733", "4826", "11024", "9969", "7110", "6694", "9552", "899", "1775", "4264", "8613", "5705", "11899", "8925", "10093", "4664", "2630", "1123", "9301", "3431", "3230", "1306" ], "interaction": [ { "item": "187", "sentiment": "Strong Positive" }, { "item": "3514", "sentiment": "Strong Positive" }, { "item": "8199", "sentiment": "Strong Negative" }, { "item": "10287", "sentiment": "Strong Positive" }, { "item": "1675", "sentiment": "Strong Negative" } ], "user_id": "15" }
{ "recommended": [ "1675", "6670", "8145", "5344", "9855", "11912", "5095", "9475", "9504", "4270" ] }
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": [ "4712", "7535", "8569", "6734", "6229", "6840", "8289", "4197", "3605", "2861", "7858", "9925", "10381", "318", "1336", "7131", "81", "1214", "1118", "5939", "4139", "9703", "1980", "3888", "6834", "6919", "127", "2953", "9385", "7102", "11565", "4364", "3369", "8973", "10134", "11580", "7939", "93", "900", "5989", "3359", "3535", "7229", "6085", "6743", "8520", "2133", "7835", "1590", "9743" ], "interaction": [ { "item": "664", "sentiment": "Strong Positive" }, { "item": "2244", "sentiment": "Strong Positive" }, { "item": "2646", "sentiment": "Strong Positive" }, { "item": "7224", "sentiment": "Strong Positive" }, { "item": "8844", "sentiment": "Strong Positive" } ], "user_id": "16" }
{ "recommended": [ "4712", "7535", "8569", "6734", "6229", "6840", "8289", "4197", "3605", "2861" ] }
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": [ "11390", "9627", "8479", "10609", "5432", "11869", "8802", "8507", "1482", "10313", "6325", "5284", "11146", "8623", "10130", "6752", "8584", "9833", "6431", "2218", "6771", "9343", "10014", "10560", "7269", "1474", "2034", "3072", "1081", "4414", "7107", "4458", "3733", "10015", "10955", "11563", "2628", "6898", "5144", "11126", "1756", "8983", "7762", "3690", "7193", "12050", "1906", "11974", "4500", "8726" ], "interaction": [ { "item": "6281", "sentiment": "Strong Negative" }, { "item": "8824", "sentiment": "Strong Positive" }, { "item": "11361", "sentiment": "Strong Positive" }, { "item": "13", "sentiment": "Strong Positive" }, { "item": "7122", "sentiment": "Strong Positive" }, { "item": "9432", "sentiment": "Strong Negative" }, { "item": "10035", "sentiment": "Strong Positive" }, { "item": "10230", "sentiment": "Neutral" }, { "item": "10609", "sentiment": "Strong Positive" } ], "user_id": "17" }
{ "recommended": [ "10609", "11390", "9627", "8479", "5432", "11869", "8802", "8507", "1482", "10313" ] }
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": [ "8479", "844", "10992", "1963", "1093", "1682", "24", "700", "11858", "5247", "6744", "3762", "3519", "10502", "3122", "10681", "6106", "5795", "5350", "5242", "10139", "606", "7227", "3249", "8780", "7900", "3719", "5347", "5963", "7654", "5852", "11719", "7774", "8150", "8117", "5654", "4547", "2276", "9329", "7799", "5243", "11493", "11034", "3695", "2705", "7250", "2072", "10286", "10347", "6356" ], "interaction": [ { "item": "8446", "sentiment": "Strong Positive" }, { "item": "9194", "sentiment": "Strong Positive" }, { "item": "9195", "sentiment": "Strong Positive" }, { "item": "10258", "sentiment": "Neutral" }, { "item": "10347", "sentiment": "Strong Positive" } ], "user_id": "18" }
{ "recommended": [ "10347", "8479", "844", "10992", "1963", "1093", "1682", "24", "700", "11858" ] }
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": [ "2003", "6435", "8499", "7520", "6011", "4124", "4573", "7701", "11156", "4453", "8830", "4575", "7033", "1811", "2070", "9928", "5526", "7756", "478", "9308", "184", "4197", "9641", "4170", "8856", "2798", "5043", "5119", "2294", "2213", "4578", "2155", "4393", "9643", "4889", "4401", "5871", "3406", "9801", "11232", "11437", "2534", "3351", "8843", "8627", "5236", "2046", "7565", "9527", "4360" ], "interaction": [ { "item": "2162", "sentiment": "Strong Positive" }, { "item": "82", "sentiment": "Neutral" }, { "item": "6000", "sentiment": "Strong Positive" }, { "item": "7360", "sentiment": "Strong Positive" }, { "item": "7756", "sentiment": "Strong Positive" } ], "user_id": "19" }
{ "recommended": [ "7756", "2003", "6435", "8499", "7520", "6011", "4124", "4573", "7701", "11156" ] }
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": [ "2265", "9123", "8256", "485", "7943", "6909", "9533", "8117", "10182", "1018", "8238", "6998", "8044", "6753", "6946", "5505", "1104", "6315", "7018", "8834", "1251", "9809", "9670", "47", "5182", "7656", "76", "3977", "4534", "8041", "2217", "10518", "7690", "1160", "2962", "917", "11681", "450", "8513", "9706", "7148", "9351", "206", "5918", "1759", "10787", "11215", "2618", "10123", "6206" ], "interaction": [ { "item": "6309", "sentiment": "Strong Positive" }, { "item": "7295", "sentiment": "Strong Positive" }, { "item": "437", "sentiment": "Strong Negative" }, { "item": "6789", "sentiment": "Strong Positive" }, { "item": "7656", "sentiment": "Neutral" } ], "user_id": "20" }
{ "recommended": [ "7656", "2265", "9123", "8256", "485", "7943", "6909", "9533", "8117", "10182" ] }
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": [ "4332", "5493", "2319", "1939", "5899", "8475", "60", "3734", "4467", "6799", "8802", "2914", "5047", "3340", "5345", "4848", "8278", "7000", "2005", "6616", "2715", "9100", "11193", "2422", "6972", "938", "3150", "2704", "5376", "6652", "7738", "8589", "6522", "6692", "9417", "6911", "1027", "12045", "5571", "2309", "11432", "9785", "1141", "5348", "10625", "5296", "10099", "4991", "6817", "10623" ], "interaction": [ { "item": "4505", "sentiment": "Strong Positive" }, { "item": "2100", "sentiment": "Strong Positive" }, { "item": "4748", "sentiment": "Strong Positive" }, { "item": "4958", "sentiment": "Weak Negative" }, { "item": "9417", "sentiment": "Strong Negative" } ], "user_id": "21" }
{ "recommended": [ "9417", "4332", "5493", "2319", "1939", "5899", "8475", "60", "3734", "4467" ] }
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": [ "2684", "2081", "352", "448", "2593", "3015", "3938", "538", "11268", "4292", "2786", "6139", "8423", "6251", "3474", "3635", "5063", "8777", "7762", "5000", "1149", "7467", "6255", "10876", "908", "4206", "3409", "6909", "9307", "9587", "4226", "11144", "11088", "8949", "11832", "1293", "6162", "2387", "8426", "9891", "2976", "2900", "5215", "4106", "5446", "9622", "2397", "6696", "2917", "3717" ], "interaction": [ { "item": "331", "sentiment": "Strong Positive" }, { "item": "332", "sentiment": "Strong Negative" }, { "item": "2017", "sentiment": "Strong Positive" }, { "item": "2035", "sentiment": "Strong Positive" }, { "item": "3474", "sentiment": "Strong Positive" } ], "user_id": "22" }
{ "recommended": [ "3474", "2684", "2081", "352", "448", "2593", "3015", "3938", "538", "11268" ] }
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": [ "10134", "11014", "5704", "7534", "10644", "10557", "7307", "3604", "10158", "10266", "6599", "4417", "4821", "2271", "8174", "322", "70", "51", "10296", "5416", "1596", "2361", "8762", "5014", "10798", "5499", "7592", "5270", "4097", "6993", "411", "10478", "10030", "10803", "7577", "8336", "4389", "2092", "10604", "1305", "5808", "1495", "5274", "6228", "6922", "4523", "6530", "11648", "8345", "7404" ], "interaction": [ { "item": "4061", "sentiment": "Strong Positive" }, { "item": "7229", "sentiment": "Strong Positive" }, { "item": "8826", "sentiment": "Strong Positive" }, { "item": "10762", "sentiment": "Strong Negative" }, { "item": "10798", "sentiment": "Strong Positive" } ], "user_id": "23" }
{ "recommended": [ "10798", "10134", "11014", "5704", "7534", "10644", "10557", "7307", "3604", "10158" ] }
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": [ "9914", "7653", "6522", "3272", "7656", "2841", "429", "10217", "2467", "8600", "9925", "6173", "11450", "5406", "1896", "5176", "7672", "7406", "1660", "4324", "1811", "10393", "11339", "4638", "3122", "8408", "11013", "5984", "5580", "455", "9758", "9088", "8754", "10992", "9590", "9967", "2488", "4917", "674", "6087", "6788", "8398", "1729", "10479", "33", "10430", "2917", "4274", "11414", "11761" ], "interaction": [ { "item": "1416", "sentiment": "Strong Positive" }, { "item": "5015", "sentiment": "Strong Negative" }, { "item": "5016", "sentiment": "Weak Negative" }, { "item": "7772", "sentiment": "Neutral" }, { "item": "9914", "sentiment": "Weak Negative" } ], "user_id": "24" }
{ "recommended": [ "9914", "7653", "6522", "3272", "7656", "2841", "429", "10217", "2467", "8600" ] }
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": [ "7813", "9562", "6276", "10827", "940", "8478", "7803", "2745", "6840", "8087", "7232", "84", "8045", "7649", "8479", "1027", "8712", "2011", "6340", "10814", "8336", "2722", "686", "914", "8957", "6871", "11184", "6549", "2419", "10734", "5586", "1532", "3756", "3752", "10020", "10215", "7894", "3726", "2872", "7637", "8838", "7681", "1442", "2165", "5707", "11539", "10619", "259", "10280", "2746" ], "interaction": [ { "item": "5605", "sentiment": "Strong Positive" }, { "item": "5145", "sentiment": "Strong Positive" }, { "item": "6050", "sentiment": "Neutral" }, { "item": "9778", "sentiment": "Strong Positive" }, { "item": "15", "sentiment": "Strong Positive" }, { "item": "9562", "sentiment": "Strong Positive" } ], "user_id": "25" }
{ "recommended": [ "9562", "7813", "6276", "10827", "940", "8478", "7803", "2745", "6840", "8087" ] }
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": [ "4155", "9132", "7232", "11054", "4733", "10861", "8976", "11453", "1768", "9723", "11747", "5549", "1745", "5263", "4095", "2399", "7905", "1242", "5436", "6528", "11716", "10005", "10642", "10270", "6678", "312", "4012", "3701", "10892", "868", "7369", "8116", "7964", "1370", "11695", "7394", "7132", "7573", "2797", "6281", "9931", "8554", "5302", "8341", "8721", "10174", "7801", "382", "7264", "9440" ], "interaction": [ { "item": "11149", "sentiment": "Weak Negative" }, { "item": "5490", "sentiment": "Strong Positive" }, { "item": "5523", "sentiment": "Strong Positive" }, { "item": "8880", "sentiment": "Strong Positive" }, { "item": "11453", "sentiment": "Strong Positive" } ], "user_id": "26" }
{ "recommended": [ "11453", "4155", "9132", "7232", "11054", "4733", "10861", "8976", "1768", "9723" ] }
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": [ "11042", "8254", "11052", "11168", "7930", "10737", "6928", "736", "10433", "11091", "11027", "9556", "9774", "2558", "7759", "7475", "8971", "8682", "10334", "7747", "10856", "2742", "8054", "11165", "4082", "10659", "11209", "10718", "10567", "7701", "448", "10651", "6488", "6974", "2739", "8307", "2622", "7204", "5675", "5208", "7241", "3420", "5595", "4841", "6489", "8718", "11526", "475", "4998", "7691" ], "interaction": [ { "item": "271", "sentiment": "Strong Positive" }, { "item": "10085", "sentiment": "Strong Positive" }, { "item": "277", "sentiment": "Strong Positive" }, { "item": "4668", "sentiment": "Strong Positive" }, { "item": "8684", "sentiment": "Strong Positive" }, { "item": "9369", "sentiment": "Strong Negative" }, { "item": "10598", "sentiment": "Strong Positive" }, { "item": "3232", "sentiment": "Strong Positive" }, { "item": "8583", "sentiment": "Weak Positive" }, { "item": "8824", "sentiment": "Strong Negative" }, { "item": "10856", "sentiment": "Strong Positive" } ], "user_id": "27" }
{ "recommended": [ "10856", "11042", "8254", "11052", "11168", "7930", "10737", "6928", "736", "10433" ] }
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": [ "11138", "7854", "6427", "4973", "4803", "2592", "10565", "3179", "8335", "5736", "10395", "8453", "7905", "9343", "4104", "4225", "11979", "357", "6324", "9015", "890", "2706", "5854", "7808", "5804", "1247", "6738", "8196", "12013", "5600", "5833", "3963", "4984", "5348", "997", "5653", "1563", "3817", "6560", "7659", "3640", "4054", "3878", "8317", "3777", "138", "251", "6701", "11336", "4046" ], "interaction": [ { "item": "6727", "sentiment": "Strong Positive" }, { "item": "8569", "sentiment": "Strong Negative" }, { "item": "10511", "sentiment": "Strong Negative" }, { "item": "10996", "sentiment": "Strong Negative" }, { "item": "11138", "sentiment": "Strong Positive" } ], "user_id": "28" }
{ "recommended": [ "11138", "7854", "6427", "4973", "4803", "2592", "10565", "3179", "8335", "5736" ] }
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": [ "8109", "8227", "9428", "6930", "1307", "8996", "11178", "10382", "5698", "4018", "7425", "1715", "10043", "3747", "4327", "10761", "6374", "7115", "8353", "5633", "8418", "7515", "8144", "5258", "1792", "9", "7559", "8458", "8596", "6952", "229", "7246", "11777", "4715", "10752", "8626", "1669", "2448", "11550", "10942", "7509", "1383", "92", "1421", "9475", "1145", "11513", "9904", "3539", "11340" ], "interaction": [ { "item": "5040", "sentiment": "Strong Positive" }, { "item": "1824", "sentiment": "Strong Positive" }, { "item": "3404", "sentiment": "Neutral" }, { "item": "4733", "sentiment": "Strong Positive" }, { "item": "8990", "sentiment": "Strong Positive" }, { "item": "10003", "sentiment": "Strong Positive" }, { "item": "10942", "sentiment": "Strong Positive" } ], "user_id": "29" }
{ "recommended": [ "10942", "8109", "8227", "9428", "6930", "1307", "8996", "11178", "10382", "5698" ] }
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": [ "7444", "9174", "11904", "2606", "6799", "5964", "5345", "7348", "4188", "907", "7818", "3695", "2246", "7509", "10572", "11055", "4849", "2207", "6775", "10486", "12014", "4668", "1480", "33", "5029", "3020", "1664", "7192", "5068", "5637", "4722", "5381", "9280", "6397", "633", "2662", "8456", "3298", "8803", "6632", "10770", "1459", "10358", "6489", "11848", "10017", "911", "9977", "9722", "11386" ], "interaction": [ { "item": "6903", "sentiment": "Neutral" }, { "item": "6993", "sentiment": "Strong Positive" }, { "item": "8471", "sentiment": "Strong Positive" }, { "item": "6944", "sentiment": "Strong Positive" }, { "item": "2847", "sentiment": "Strong Positive" }, { "item": "688", "sentiment": "Strong Positive" }, { "item": "6251", "sentiment": "Neutral" }, { "item": "7117", "sentiment": "Strong Positive" }, { "item": "9031", "sentiment": "Strong Positive" }, { "item": "9947", "sentiment": "Strong Positive" }, { "item": "10545", "sentiment": "Strong Positive" }, { "item": "185", "sentiment": "Strong Positive" }, { "item": "360", "sentiment": "Strong Positive" }, { "item": "6311", "sentiment": "Strong Positive" }, { "item": "4563", "sentiment": "Neutral" }, { "item": "8122", "sentiment": "Strong Positive" } ], "user_id": "30" }
{ "recommended": [ "7444", "9174", "11904", "2606", "6799", "5964", "5345", "7348", "4188", "907" ] }
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": [ "5714", "7424", "7571", "10628", "5152", "7560", "4079", "9683", "6953", "7095", "9627", "5162", "7361", "355", "2353", "11230", "4358", "7621", "6494", "447", "4245", "9904", "8506", "4688", "11085", "4067", "5899", "9886", "5355", "1430", "5321", "3620", "8998", "5741", "1814", "7679", "8352", "8964", "6020", "3803", "11301", "2832", "4171", "2209", "2334", "11174", "8419", "9534", "511", "5676" ], "interaction": [ { "item": "9229", "sentiment": "Strong Positive" }, { "item": "6334", "sentiment": "Strong Positive" }, { "item": "1880", "sentiment": "Strong Positive" }, { "item": "5181", "sentiment": "Neutral" }, { "item": "5194", "sentiment": "Strong Positive" }, { "item": "8243", "sentiment": "Strong Positive" }, { "item": "9534", "sentiment": "Strong Positive" } ], "user_id": "31" }
{ "recommended": [ "9534", "5714", "7424", "7571", "10628", "5152", "7560", "4079", "9683", "6953" ] }
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": [ "6007", "6906", "8042", "9230", "1924", "11057", "7000", "7467", "5908", "7470", "10357", "241", "8950", "9584", "4298", "7572", "5128", "4249", "5166", "9536", "5293", "9872", "8612", "4851", "1843", "9961", "269", "7620", "5901", "4180", "10377", "2127", "5570", "8277", "3406", "9549", "5508", "9983", "11314", "5529", "10662", "4656", "7564", "7197", "833", "9696", "9139", "9401", "1996", "9125" ], "interaction": [ { "item": "2245", "sentiment": "Strong Positive" }, { "item": "3803", "sentiment": "Strong Positive" }, { "item": "10239", "sentiment": "Strong Positive" }, { "item": "10778", "sentiment": "Strong Negative" }, { "item": "642", "sentiment": "Strong Positive" }, { "item": "6678", "sentiment": "Strong Positive" }, { "item": "7248", "sentiment": "Strong Positive" }, { "item": "9401", "sentiment": "Strong Positive" } ], "user_id": "32" }
{ "recommended": [ "9401", "6007", "6906", "8042", "9230", "1924", "11057", "7000", "7467", "5908" ] }
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": [ "1165", "6801", "10565", "4086", "10362", "2257", "7521", "1029", "4911", "8351", "800", "3635", "3729", "11133", "563", "4625", "9612", "9573", "5418", "5738", "5859", "10424", "8332", "3712", "4222", "1551", "9053", "9879", "9032", "6906", "1100", "8847", "1639", "2747", "5914", "2191", "4815", "8194", "140", "3472", "1087", "10280", "8682", "9516", "10966", "802", "10450", "4745", "7972", "537" ], "interaction": [ { "item": "3143", "sentiment": "Strong Positive" }, { "item": "407", "sentiment": "Strong Positive" }, { "item": "2309", "sentiment": "Strong Positive" }, { "item": "4065", "sentiment": "Strong Positive" }, { "item": "6801", "sentiment": "Strong Positive" } ], "user_id": "33" }
{ "recommended": [ "6801", "1165", "10565", "4086", "10362", "2257", "7521", "1029", "4911", "8351" ] }
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": [ "2673", "9557", "6079", "3539", "4711", "2406", "9891", "5251", "664", "6993", "4761", "5165", "10568", "8092", "9288", "5085", "1972", "7923", "11298", "4547", "11009", "8439", "7937", "1032", "9676", "11052", "7567", "6890", "1990", "10625", "10752", "9746", "4773", "6918", "7741", "3319", "9486", "5378", "3455", "3856", "4280", "4357", "1506", "1411", "10472", "9294", "1437", "9085", "5666", "7234" ], "interaction": [ { "item": "5306", "sentiment": "Weak Negative" }, { "item": "24", "sentiment": "Strong Positive" }, { "item": "10454", "sentiment": "Strong Positive" }, { "item": "926", "sentiment": "Neutral" }, { "item": "1990", "sentiment": "Strong Positive" } ], "user_id": "34" }
{ "recommended": [ "1990", "2673", "9557", "6079", "3539", "4711", "2406", "9891", "5251", "664" ] }
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": [ "10728", "6821", "1127", "7979", "1717", "2740", "4003", "4061", "11149", "3024", "1843", "4075", "2605", "10138", "3935", "9218", "3028", "9127", "9567", "2640", "11276", "8777", "10220", "6946", "9028", "675", "11759", "10780", "6356", "4362", "2841", "3778", "4989", "2160", "9116", "7701", "4056", "10286", "10681", "8511", "10555", "3554", "596", "254", "3424", "10751", "7376", "4835", "12048", "2178" ], "interaction": [ { "item": "467", "sentiment": "Strong Positive" }, { "item": "491", "sentiment": "Strong Positive" }, { "item": "2244", "sentiment": "Strong Positive" }, { "item": "4310", "sentiment": "Strong Positive" }, { "item": "4505", "sentiment": "Strong Positive" }, { "item": "8218", "sentiment": "Strong Positive" }, { "item": "9195", "sentiment": "Strong Positive" }, { "item": "8485", "sentiment": "Weak Positive" } ], "user_id": "35" }
{ "recommended": [ "10728", "6821", "1127", "7979", "1717", "2740", "4003", "4061", "11149", "3024" ] }
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": [ "11820", "11708", "11461", "11954", "12078", "11944", "6311", "8430", "1902", "2501", "4317", "9177", "187", "11848", "5604", "5731", "3255", "8240", "247", "10793", "5590", "10929", "8094", "4061", "1404", "10863", "6026", "4024", "5196", "7887", "1869", "2865", "8714", "8911", "8968", "8226", "4216", "9825", "7755", "10557", "3083", "8463", "9452", "11272", "8694", "3510", "1750", "9921", "3179", "11292" ], "interaction": [ { "item": "10373", "sentiment": "Neutral" }, { "item": "10374", "sentiment": "Strong Negative" }, { "item": "5091", "sentiment": "Neutral" }, { "item": "5092", "sentiment": "Strong Negative" }, { "item": "6389", "sentiment": "Strong Negative" }, { "item": "5090", "sentiment": "Neutral" }, { "item": "5093", "sentiment": "Strong Negative" }, { "item": "10757", "sentiment": "Neutral" }, { "item": "2054", "sentiment": "Strong Negative" }, { "item": "2311", "sentiment": "Weak Positive" }, { "item": "11811", "sentiment": "Strong Positive" }, { "item": "11766", "sentiment": "Neutral" }, { "item": "11778", "sentiment": "Neutral" }, { "item": "6435", "sentiment": "Neutral" }, { "item": "11735", "sentiment": "Neutral" }, { "item": "11903", "sentiment": "Strong Positive" }, { "item": "11764", "sentiment": "Strong Positive" }, { "item": "2733", "sentiment": "Neutral" }, { "item": "12026", "sentiment": "Neutral" }, { "item": "11820", "sentiment": "Neutral" } ], "user_id": "36" }
{ "recommended": [ "11820", "11708", "11461", "11954", "12078", "11944", "6311", "8430", "1902", "2501" ] }
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": [ "6141", "9201", "10302", "1532", "11619", "3298", "7762", "6503", "10909", "4599", "437", "5961", "11325", "8643", "1291", "1083", "8248", "11903", "6950", "807", "7830", "4238", "3910", "7560", "3482", "7296", "7416", "3015", "10458", "10787", "2901", "3186", "8174", "8873", "7358", "10121", "2588", "1104", "8442", "6735", "4434", "8291", "11530", "2858", "11125", "11676", "9622", "3439", "2081", "3543" ], "interaction": [ { "item": "2925", "sentiment": "Strong Positive" }, { "item": "7818", "sentiment": "Strong Negative" }, { "item": "3114", "sentiment": "Strong Negative" }, { "item": "3704", "sentiment": "Neutral" }, { "item": "4697", "sentiment": "Strong Positive" } ], "user_id": "37" }
{ "recommended": [ "6141", "9201", "10302", "1532", "11619", "3298", "7762", "6503", "10909", "4599" ] }
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": [ "9996", "4827", "4758", "11701", "9676", "6834", "11912", "3724", "3770", "8662", "1349", "7057", "20", "2543", "4861", "2233", "1499", "7281", "9499", "11395", "9784", "5803", "10702", "5856", "2537", "8508", "383", "9351", "2549", "114", "7231", "8220", "752", "10324", "8162", "1542", "4214", "8161", "3601", "8185", "11751", "9234", "2752", "1384", "9931", "2144", "1468", "6784", "8840", "9322" ], "interaction": [ { "item": "6849", "sentiment": "Neutral" }, { "item": "8559", "sentiment": "Strong Negative" }, { "item": "9585", "sentiment": "Strong Negative" }, { "item": "9590", "sentiment": "Strong Negative" }, { "item": "9592", "sentiment": "Strong Positive" }, { "item": "10528", "sentiment": "Neutral" }, { "item": "10561", "sentiment": "Neutral" }, { "item": "3715", "sentiment": "Strong Positive" }, { "item": "10690", "sentiment": "Strong Positive" }, { "item": "10917", "sentiment": "Strong Negative" }, { "item": "10558", "sentiment": "Strong Positive" }, { "item": "11904", "sentiment": "Strong Negative" }, { "item": "10727", "sentiment": "Strong Positive" }, { "item": "11615", "sentiment": "Strong Positive" }, { "item": "3604", "sentiment": "Strong Positive" }, { "item": "7136", "sentiment": "Strong Positive" }, { "item": "9784", "sentiment": "Neutral" } ], "user_id": "38" }
{ "recommended": [ "9784", "9996", "4827", "4758", "11701", "9676", "6834", "11912", "3724", "3770" ] }
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": [ "8969", "9767", "9962", "8221", "6940", "593", "10709", "2246", "5926", "2746", "8553", "7835", "8584", "4539", "10267", "1647", "9490", "283", "8639", "6434", "9326", "6872", "1638", "4737", "10286", "11878", "10689", "7096", "7375", "7358", "4734", "9348", "9460", "7038", "2898", "6123", "7357", "1937", "4093", "8734", "8530", "815", "8323", "4016", "3966", "9092", "6885", "9222", "2375", "11814" ], "interaction": [ { "item": "5186", "sentiment": "Strong Positive" }, { "item": "5325", "sentiment": "Neutral" }, { "item": "5326", "sentiment": "Strong Positive" }, { "item": "5394", "sentiment": "Strong Positive" }, { "item": "6495", "sentiment": "Neutral" }, { "item": "7724", "sentiment": "Strong Positive" }, { "item": "5802", "sentiment": "Strong Positive" }, { "item": "6032", "sentiment": "Strong Positive" }, { "item": "7652", "sentiment": "Strong Positive" }, { "item": "7532", "sentiment": "Strong Positive" }, { "item": "8969", "sentiment": "Strong Positive" } ], "user_id": "39" }
{ "recommended": [ "8969", "9767", "9962", "8221", "6940", "593", "10709", "2246", "5926", "2746" ] }
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": [ "8969", "9832", "10453", "1190", "10591", "9915", "8110", "9424", "2684", "2894", "1417", "7684", "855", "7070", "3943", "8083", "7800", "2473", "4138", "2326", "9046", "1306", "8650", "4273", "6964", "10479", "9586", "9207", "11890", "1894", "10883", "11880", "7669", "6364", "4291", "6705", "6479", "11790", "5119", "2302", "242", "7343", "3449", "11864", "9441", "456", "6611", "4982", "7094", "7907" ], "interaction": [ { "item": "9735", "sentiment": "Strong Positive" }, { "item": "10004", "sentiment": "Strong Positive" }, { "item": "5519", "sentiment": "Strong Positive" }, { "item": "8967", "sentiment": "Strong Positive" }, { "item": "8969", "sentiment": "Strong Positive" } ], "user_id": "40" }
{ "recommended": [ "8969", "9832", "10453", "1190", "10591", "9915", "8110", "9424", "2684", "2894" ] }
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": [ "5095", "5809", "7470", "6350", "5073", "10356", "10872", "1210", "9528", "5954", "5551", "400", "7791", "8075", "482", "2381", "6699", "2021", "1508", "3321", "2289", "10126", "4605", "5275", "877", "2174", "9139", "5038", "6155", "9387", "3269", "7496", "6763", "6135", "3049", "906", "1923", "11399", "9463", "1269", "1138", "554", "9388", "1688", "2838", "9483", "6284", "10869", "5655", "8486" ], "interaction": [ { "item": "2464", "sentiment": "Strong Positive" }, { "item": "6858", "sentiment": "Strong Negative" }, { "item": "6862", "sentiment": "Strong Negative" }, { "item": "6865", "sentiment": "Strong Negative" }, { "item": "9387", "sentiment": "Neutral" } ], "user_id": "41" }
{ "recommended": [ "9387", "5095", "5809", "7470", "6350", "5073", "10356", "10872", "1210", "9528" ] }
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": [ "6786", "5675", "6998", "11864", "1896", "9603", "71", "8429", "7551", "6610", "6372", "11128", "10097", "2071", "10310", "11402", "6494", "11836", "4834", "215", "7367", "1731", "9983", "4308", "9678", "5156", "9686", "9223", "10087", "5904", "2775", "11440", "4700", "615", "6441", "8843", "6509", "6164", "10811", "7151", "9688", "6956", "23", "79", "5576", "3834", "4621", "8344", "9878", "8446" ], "interaction": [ { "item": "5522", "sentiment": "Strong Positive" }, { "item": "2513", "sentiment": "Strong Positive" }, { "item": "5023", "sentiment": "Strong Positive" }, { "item": "6397", "sentiment": "Strong Positive" }, { "item": "6402", "sentiment": "Strong Positive" }, { "item": "9688", "sentiment": "Strong Positive" } ], "user_id": "42" }
{ "recommended": [ "9688", "6786", "5675", "6998", "11864", "1896", "9603", "71", "8429", "7551" ] }
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": [ "9077", "10339", "9815", "4720", "738", "10473", "3884", "9996", "11202", "10487", "3445", "9557", "7392", "9849", "8250", "8793", "6015", "652", "9047", "7302", "7501", "2442", "8664", "10467", "9061", "3051", "6929", "4001", "10462", "5343", "6975", "7421", "2723", "5471", "9794", "3194", "3675", "2891", "11897", "10709", "2160", "9064", "10329", "8354", "860", "1773", "6436", "12079", "6597", "10331" ], "interaction": [ { "item": "5977", "sentiment": "Strong Positive" }, { "item": "5987", "sentiment": "Strong Positive" }, { "item": "9034", "sentiment": "Strong Positive" }, { "item": "10632", "sentiment": "Strong Positive" }, { "item": "11186", "sentiment": "Strong Positive" }, { "item": "4549", "sentiment": "Strong Positive" }, { "item": "8990", "sentiment": "Strong Positive" }, { "item": "9077", "sentiment": "Strong Positive" } ], "user_id": "43" }
{ "recommended": [ "9077", "10339", "9815", "4720", "738", "10473", "3884", "9996", "11202", "10487" ] }
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": [ "3909", "10644", "5325", "7708", "9175", "5603", "10804", "10064", "6123", "5620", "8490", "3910", "8110", "9383", "2142", "6431", "10696", "11651", "4317", "9042", "5856", "1153", "8714", "4292", "3979", "6461", "1201", "3987", "4293", "8371", "12093", "4279", "8979", "5554", "1800", "11621", "6850", "11793", "773", "6398", "11873", "7641", "6987", "6664", "11507", "6446", "3975", "8188", "2442", "10918" ], "interaction": [ { "item": "893", "sentiment": "Strong Positive" }, { "item": "11411", "sentiment": "Strong Positive" }, { "item": "8635", "sentiment": "Strong Positive" }, { "item": "3563", "sentiment": "Neutral" }, { "item": "5132", "sentiment": "Strong Positive" }, { "item": "8150", "sentiment": "Strong Positive" }, { "item": "10106", "sentiment": "Strong Positive" }, { "item": "11249", "sentiment": "Strong Positive" }, { "item": "10435", "sentiment": "Strong Positive" }, { "item": "2038", "sentiment": "Strong Positive" }, { "item": "7130", "sentiment": "Strong Positive" }, { "item": "8227", "sentiment": "Strong Positive" }, { "item": "6461", "sentiment": "Strong Positive" } ], "user_id": "44" }
{ "recommended": [ "6461", "3909", "10644", "5325", "7708", "9175", "5603", "10804", "10064", "6123" ] }
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": [ "6360", "1278", "11932", "11575", "1675", "2799", "1944", "11393", "5569", "6242", "7444", "2765", "11832", "3880", "10346", "11546", "7611", "6734", "5791", "1978", "11351", "5654", "1740", "4306", "5724", "5219", "11765", "12100", "11769", "339", "10970", "1622", "9823", "4724", "1171", "5749", "2495", "3781", "10427", "926", "7581", "4157", "8946", "5521", "7693", "8587", "5930", "10298", "10069", "276" ], "interaction": [ { "item": "2308", "sentiment": "Strong Positive" }, { "item": "327", "sentiment": "Strong Positive" }, { "item": "11082", "sentiment": "Strong Positive" }, { "item": "12001", "sentiment": "Strong Positive" }, { "item": "1904", "sentiment": "Strong Positive" }, { "item": "5170", "sentiment": "Strong Positive" }, { "item": "6360", "sentiment": "Strong Positive" }, { "item": "10464", "sentiment": "Strong Positive" } ], "user_id": "45" }
{ "recommended": [ "6360", "1278", "11932", "11575", "1675", "2799", "1944", "11393", "5569", "6242" ] }
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": [ "537", "3373", "5197", "8654", "3005", "4407", "3602", "7841", "8807", "8574", "5192", "11705", "3689", "247", "6173", "2496", "49", "6851", "2494", "2895", "4824", "9963", "3131", "9891", "261", "5443", "971", "2206", "6405", "8014", "6121", "5850", "7726", "7412", "4648", "5198", "2900", "11280", "4659", "291", "1087", "1962", "6104", "608", "1896", "4954", "1745", "10921", "5958", "2258" ], "interaction": [ { "item": "227", "sentiment": "Strong Positive" }, { "item": "3897", "sentiment": "Strong Positive" }, { "item": "6804", "sentiment": "Strong Positive" }, { "item": "6807", "sentiment": "Strong Positive" }, { "item": "537", "sentiment": "Neutral" } ], "user_id": "46" }
{ "recommended": [ "537", "3373", "5197", "8654", "3005", "4407", "3602", "7841", "8807", "8574" ] }
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": [ "12066", "3909", "11455", "770", "6184", "7581", "10384", "7700", "5034", "2524", "11506", "5060", "11684", "8841", "9913", "11505", "7259", "1222", "4115", "1885", "6063", "4648", "8201", "7072", "3474", "10149", "3306", "10707", "6793", "6467", "3216", "10550", "6683", "2663", "6294", "5238", "9240", "11561", "502", "684", "9390", "10173", "3230", "2481", "1301", "2590", "467", "3898", "3981", "10666" ], "interaction": [ { "item": "11651", "sentiment": "Strong Positive" }, { "item": "11939", "sentiment": "Strong Positive" }, { "item": "11874", "sentiment": "Strong Positive" }, { "item": "11791", "sentiment": "Strong Positive" }, { "item": "12066", "sentiment": "Strong Positive" } ], "user_id": "47" }
{ "recommended": [ "12066", "3909", "11455", "770", "6184", "7581", "10384", "7700", "5034", "2524" ] }
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": [ "10196", "11328", "8621", "3213", "8110", "439", "9684", "6489", "9653", "11276", "263", "11600", "5173", "11800", "1282", "10950", "8957", "6274", "10108", "6022", "166", "5902", "9680", "4080", "8662", "6071", "2435", "10773", "6300", "7066", "2052", "8033", "7219", "9957", "8992", "10146", "4784", "10562", "9004", "1319", "7521", "12006", "10107", "1414", "3564", "3684", "8612", "202", "4905", "8204" ], "interaction": [ { "item": "8150", "sentiment": "Neutral" }, { "item": "9110", "sentiment": "Strong Positive" }, { "item": "9836", "sentiment": "Strong Positive" }, { "item": "9853", "sentiment": "Strong Positive" }, { "item": "10000", "sentiment": "Strong Positive" }, { "item": "10134", "sentiment": "Strong Positive" }, { "item": "10148", "sentiment": "Strong Positive" }, { "item": "10178", "sentiment": "Strong Negative" }, { "item": "10223", "sentiment": "Strong Positive" }, { "item": "10632", "sentiment": "Strong Positive" }, { "item": "11141", "sentiment": "Strong Positive" }, { "item": "11447", "sentiment": "Strong Positive" }, { "item": "5578", "sentiment": "Strong Positive" }, { "item": "11005", "sentiment": "Strong Positive" }, { "item": "5098", "sentiment": "Strong Positive" }, { "item": "9279", "sentiment": "Strong Positive" }, { "item": "10746", "sentiment": "Strong Positive" }, { "item": "7130", "sentiment": "Strong Negative" }, { "item": "9767", "sentiment": "Strong Positive" }, { "item": "11600", "sentiment": "Strong Positive" } ], "user_id": "48" }
{ "recommended": [ "11600", "10196", "11328", "8621", "3213", "8110", "439", "9684", "6489", "9653" ] }
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": [ "11450", "5011", "5293", "11506", "11811", "1854", "10710", "9466", "8663", "10823", "7062", "3915", "9050", "3367", "11807", "4581", "6652", "5414", "1246", "2635", "3978", "3991", "10258", "1420", "4218", "4770", "7921", "3157", "7132", "1977", "5881", "1241", "3954", "4161", "1993", "8045", "4551", "11070", "2733", "7587", "3087", "3558", "8136", "7405", "3748", "1382", "6211", "7905", "10409", "10395" ], "interaction": [ { "item": "4263", "sentiment": "Strong Negative" }, { "item": "6388", "sentiment": "Strong Negative" }, { "item": "9083", "sentiment": "Strong Positive" }, { "item": "9088", "sentiment": "Strong Negative" }, { "item": "10335", "sentiment": "Strong Positive" }, { "item": "10356", "sentiment": "Strong Negative" }, { "item": "10865", "sentiment": "Strong Positive" }, { "item": "55", "sentiment": "Strong Positive" }, { "item": "8562", "sentiment": "Strong Negative" }, { "item": "3163", "sentiment": "Strong Positive" }, { "item": "3433", "sentiment": "Strong Positive" }, { "item": "1254", "sentiment": "Strong Positive" }, { "item": "3928", "sentiment": "Strong Positive" }, { "item": "3071", "sentiment": "Strong Negative" }, { "item": "10667", "sentiment": "Strong Negative" }, { "item": "8807", "sentiment": "Neutral" }, { "item": "4661", "sentiment": "Strong Negative" }, { "item": "4573", "sentiment": "Strong Positive" }, { "item": "6946", "sentiment": "Strong Positive" }, { "item": "1854", "sentiment": "Neutral" } ], "user_id": "49" }
{ "recommended": [ "1854", "11450", "5011", "5293", "11506", "11811", "10710", "9466", "8663", "10823" ] }
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": [ "540", "9575", "7470", "44", "4873", "318", "4849", "7999", "7218", "8826", "5584", "5970", "8516", "1633", "9312", "2793", "2110", "39", "4743", "4138", "2246", "2764", "6657", "6864", "2487", "9574", "426", "10428", "8761", "11748", "6214", "8847", "8673", "10996", "9568", "8672", "3953", "3584", "11201", "2672", "2826", "6254", "6249", "11226", "5366", "10984", "9523", "4108", "2431", "5292" ], "interaction": [ { "item": "3013", "sentiment": "Strong Positive" }, { "item": "9244", "sentiment": "Strong Positive" }, { "item": "1690", "sentiment": "Strong Positive" }, { "item": "2423", "sentiment": "Strong Positive" }, { "item": "10428", "sentiment": "Strong Positive" } ], "user_id": "50" }
{ "recommended": [ "10428", "540", "9575", "7470", "44", "4873", "318", "4849", "7999", "7218" ] }
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": [ "7351", "1243", "9745", "10873", "11085", "9084", "7039", "5350", "11646", "5143", "1259", "6849", "2297", "9817", "10310", "1263", "4108", "6599", "101", "9184", "1904", "3292", "7507", "3447", "9083", "6323", "11763", "3068", "10840", "11499", "10028", "10204", "9572", "33", "511", "11343", "8661", "11594", "647", "10281", "8838", "3283", "7656", "5603", "1116", "4289", "2999", "1769", "3029", "9333" ], "interaction": [ { "item": "2577", "sentiment": "Strong Positive" }, { "item": "53", "sentiment": "Weak Negative" }, { "item": "485", "sentiment": "Strong Positive" }, { "item": "1521", "sentiment": "Strong Positive" }, { "item": "4712", "sentiment": "Strong Positive" }, { "item": "8035", "sentiment": "Neutral" } ], "user_id": "51" }
{ "recommended": [ "7351", "1243", "9745", "10873", "11085", "9084", "7039", "5350", "11646", "5143" ] }
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": [ "86", "454", "8891", "771", "4391", "4347", "6259", "10462", "9589", "6440", "659", "11051", "5714", "9993", "455", "7773", "7837", "2786", "1839", "11878", "4348", "11815", "3012", "156", "3782", "1394", "1633", "7816", "5404", "6134", "4295", "6748", "12042", "6928", "4529", "10720", "2636", "5019", "640", "3447", "545", "291", "11676", "6113", "8401", "9094", "11096", "3976", "11311", "5823" ], "interaction": [ { "item": "1734", "sentiment": "Strong Positive" }, { "item": "2933", "sentiment": "Strong Positive" }, { "item": "4180", "sentiment": "Strong Negative" }, { "item": "1492", "sentiment": "Neutral" }, { "item": "6142", "sentiment": "Weak Negative" }, { "item": "10995", "sentiment": "Strong Positive" }, { "item": "10436", "sentiment": "Neutral" }, { "item": "595", "sentiment": "Strong Positive" }, { "item": "11554", "sentiment": "Strong Negative" }, { "item": "3663", "sentiment": "Neutral" }, { "item": "11060", "sentiment": "Strong Positive" } ], "user_id": "52" }
{ "recommended": [ "86", "454", "8891", "771", "4391", "4347", "6259", "10462", "9589", "6440" ] }
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": [ "335", "9129", "3988", "940", "4331", "7218", "6903", "529", "8375", "493", "6818", "9559", "807", "9320", "4823", "972", "3340", "7883", "9363", "7596", "8583", "4501", "1649", "5701", "7285", "748", "5573", "3615", "2306", "10826", "442", "3303", "4067", "6260", "6329", "10709", "565", "7244", "7", "2227", "10537", "7507", "7535", "5055", "5797", "86", "3348", "4186", "4321", "2879" ], "interaction": [ { "item": "772", "sentiment": "Strong Positive" }, { "item": "1930", "sentiment": "Strong Positive" }, { "item": "2639", "sentiment": "Weak Positive" }, { "item": "3927", "sentiment": "Weak Positive" }, { "item": "2501", "sentiment": "Strong Negative" }, { "item": "9568", "sentiment": "Weak Negative" }, { "item": "7218", "sentiment": "Strong Negative" } ], "user_id": "53" }
{ "recommended": [ "7218", "335", "9129", "3988", "940", "4331", "6903", "529", "8375", "493" ] }
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": [ "7532", "10588", "1185", "7449", "10196", "9109", "1678", "10927", "8647", "11438", "9010", "8272", "10420", "1768", "10522", "6771", "7489", "9930", "2476", "4687", "1675", "11182", "7676", "7656", "2555", "6479", "7779", "5860", "9488", "5325", "6308", "11116", "9184", "11539", "9703", "251", "7052", "8236", "8858", "6972", "9401", "9524", "9803", "3409", "5811", "2467", "6251", "2776", "8077", "7573" ], "interaction": [ { "item": "341", "sentiment": "Strong Positive" }, { "item": "8279", "sentiment": "Strong Positive" }, { "item": "2440", "sentiment": "Strong Positive" }, { "item": "5257", "sentiment": "Strong Positive" }, { "item": "6086", "sentiment": "Strong Positive" }, { "item": "8234", "sentiment": "Strong Positive" }, { "item": "8824", "sentiment": "Strong Negative" }, { "item": "8647", "sentiment": "Strong Positive" } ], "user_id": "54" }
{ "recommended": [ "8647", "7532", "10588", "1185", "7449", "10196", "9109", "1678", "10927", "11438" ] }
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": [ "2568", "11129", "7550", "9046", "4001", "8715", "9195", "2583", "4004", "9217", "8819", "2367", "9713", "4335", "5188", "5158", "5359", "1779", "7119", "4683", "1922", "7348", "10349", "9346", "269", "3852", "4080", "11508", "2965", "11052", "4966", "3704", "10347", "8334", "4331", "2141", "10744", "405", "5130", "3408", "11986", "6714", "9948", "1026", "7866", "9589", "6363", "9999", "8997", "9273" ], "interaction": [ { "item": "4169", "sentiment": "Strong Positive" }, { "item": "3358", "sentiment": "Strong Positive" }, { "item": "6328", "sentiment": "Weak Negative" }, { "item": "7419", "sentiment": "Neutral" }, { "item": "3421", "sentiment": "Weak Positive" }, { "item": "6953", "sentiment": "Strong Positive" }, { "item": "8575", "sentiment": "Strong Positive" }, { "item": "9600", "sentiment": "Strong Positive" }, { "item": "5106", "sentiment": "Strong Positive" }, { "item": "5107", "sentiment": "Strong Positive" }, { "item": "5188", "sentiment": "Strong Positive" } ], "user_id": "55" }
{ "recommended": [ "5188", "2568", "11129", "7550", "9046", "4001", "8715", "9195", "2583", "4004" ] }
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": [ "387", "1366", "9338", "7722", "3626", "9924", "9455", "5453", "10558", "8393", "4563", "5660", "1460", "4070", "631", "7927", "7592", "1631", "5711", "1386", "2515", "3153", "269", "222", "3727", "1280", "4841", "4061", "5393", "2358", "8526", "5183", "2591", "3972", "8706", "8384", "866", "2859", "8248", "1720", "2362", "4188", "1018", "3297", "4274", "11761", "5947", "3382", "1502", "3525" ], "interaction": [ { "item": "3602", "sentiment": "Strong Positive" }, { "item": "4955", "sentiment": "Strong Positive" }, { "item": "5843", "sentiment": "Neutral" }, { "item": "6486", "sentiment": "Strong Positive" }, { "item": "3594", "sentiment": "Strong Negative" }, { "item": "6462", "sentiment": "Strong Positive" }, { "item": "6465", "sentiment": "Strong Positive" }, { "item": "6487", "sentiment": "Strong Positive" }, { "item": "6973", "sentiment": "Strong Positive" }, { "item": "6403", "sentiment": "Strong Positive" }, { "item": "6461", "sentiment": "Weak Positive" }, { "item": "6616", "sentiment": "Strong Positive" }, { "item": "7459", "sentiment": "Weak Negative" }, { "item": "11923", "sentiment": "Strong Positive" }, { "item": "11894", "sentiment": "Neutral" }, { "item": "868", "sentiment": "Weak Positive" }, { "item": "6858", "sentiment": "Strong Positive" }, { "item": "10839", "sentiment": "Strong Positive" }, { "item": "3208", "sentiment": "Strong Positive" }, { "item": "6946", "sentiment": "Strong Positive" } ], "user_id": "56" }
{ "recommended": [ "387", "1366", "9338", "7722", "3626", "9924", "9455", "5453", "10558", "8393" ] }
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": [ "6613", "10711", "5826", "9087", "7009", "4209", "241", "7769", "159", "1653", "3260", "6264", "2537", "4803", "903", "11651", "10974", "5600", "2982", "5168", "3374", "66", "1241", "9139", "881", "3307", "11343", "11799", "2494", "7876", "962", "1322", "4429", "230", "3760", "3170", "8113", "2955", "8439", "620", "399", "10324", "5181", "2612", "7512", "11007", "11163", "6524", "7281", "2823" ], "interaction": [ { "item": "688", "sentiment": "Strong Positive" }, { "item": "739", "sentiment": "Neutral" }, { "item": "3848", "sentiment": "Strong Positive" }, { "item": "5293", "sentiment": "Neutral" }, { "item": "7512", "sentiment": "Strong Positive" } ], "user_id": "57" }
{ "recommended": [ "7512", "6613", "10711", "5826", "9087", "7009", "4209", "241", "7769", "159" ] }
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": [ "1915", "1026", "8124", "5168", "4367", "8537", "2611", "8269", "7650", "1441", "1676", "2030", "2313", "215", "4286", "6224", "6429", "4987", "7643", "5697", "7852", "6217", "10826", "3977", "3461", "802", "1763", "2316", "4170", "3192", "4544", "6348", "3270", "7394", "6909", "4281", "878", "8032", "3380", "3873", "9464", "11122", "5350", "6150", "11937", "11545", "5650", "3214", "5486", "8553" ], "interaction": [ { "item": "4023", "sentiment": "Strong Positive" }, { "item": "2898", "sentiment": "Strong Positive" }, { "item": "6149", "sentiment": "Strong Positive" }, { "item": "5197", "sentiment": "Strong Negative" }, { "item": "1915", "sentiment": "Strong Positive" } ], "user_id": "58" }
{ "recommended": [ "1915", "1026", "8124", "5168", "4367", "8537", "2611", "8269", "7650", "1441" ] }
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": [ "3209", "11807", "3780", "8045", "6757", "7838", "7287", "1343", "6539", "4310", "5063", "8832", "10862", "2441", "2", "8976", "4911", "3596", "4872", "1018", "3880", "2058", "8922", "5560", "1580", "6312", "7207", "2925", "10878", "914", "5425", "1932", "10771", "391", "4881", "2935", "11981", "4153", "11080", "1572", "10242", "2629", "7465", "9932", "9524", "8905", "4224", "879", "1985", "12056" ], "interaction": [ { "item": "2722", "sentiment": "Strong Positive" }, { "item": "6208", "sentiment": "Strong Positive" }, { "item": "6700", "sentiment": "Weak Negative" }, { "item": "7003", "sentiment": "Strong Positive" }, { "item": "7937", "sentiment": "Strong Positive" }, { "item": "199", "sentiment": "Strong Positive" }, { "item": "5384", "sentiment": "Strong Positive" }, { "item": "1464", "sentiment": "Strong Positive" }, { "item": "330", "sentiment": "Strong Positive" }, { "item": "5535", "sentiment": "Neutral" }, { "item": "3209", "sentiment": "Strong Positive" }, { "item": "2925", "sentiment": "Strong Positive" } ], "user_id": "59" }
{ "recommended": [ "2925", "3209", "11807", "3780", "8045", "6757", "7838", "7287", "1343", "6539" ] }
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": [ "9338", "6973", "5007", "4465", "3681", "6022", "52", "4426", "7979", "2425", "572", "400", "1532", "6790", "6719", "4760", "6192", "8948", "2503", "5142", "5918", "6812", "269", "3624", "1724", "6096", "3195", "406", "7096", "6477", "4774", "5427", "8264", "2877", "769", "2889", "11762", "2101", "9459", "3416", "5126", "5491", "4502", "8556", "7723", "9285", "264", "8768", "6010", "6258" ], "interaction": [ { "item": "5954", "sentiment": "Strong Positive" }, { "item": "2022", "sentiment": "Strong Positive" }, { "item": "4056", "sentiment": "Strong Positive" }, { "item": "7565", "sentiment": "Weak Negative" }, { "item": "6869", "sentiment": "Strong Positive" }, { "item": "7001", "sentiment": "Strong Negative" }, { "item": "1768", "sentiment": "Strong Negative" }, { "item": "4187", "sentiment": "Neutral" } ], "user_id": "60" }
{ "recommended": [ "9338", "6973", "5007", "4465", "3681", "6022", "52", "4426", "7979", "2425" ] }
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": [ "8269", "6727", "6522", "8654", "6738", "250", "3142", "9395", "1248", "6685", "6673", "1711", "6698", "5098", "11088", "1660", "7141", "2599", "6234", "2779", "9397", "1279", "9970", "6298", "1562", "8979", "202", "7266", "8808", "9988", "10527", "278", "4200", "7783", "1193", "4584", "9865", "5242", "6285", "10452", "5019", "3728", "983", "3072", "3423", "5055", "6975", "6540", "4738", "9351" ], "interaction": [ { "item": "720", "sentiment": "Strong Positive" }, { "item": "770", "sentiment": "Strong Negative" }, { "item": "1802", "sentiment": "Strong Positive" }, { "item": "2708", "sentiment": "Strong Negative" }, { "item": "3036", "sentiment": "Strong Positive" }, { "item": "7768", "sentiment": "Strong Positive" }, { "item": "9633", "sentiment": "Strong Positive" }, { "item": "2922", "sentiment": "Strong Negative" }, { "item": "6359", "sentiment": "Strong Positive" }, { "item": "6673", "sentiment": "Weak Negative" } ], "user_id": "61" }
{ "recommended": [ "6673", "8269", "6727", "6522", "8654", "6738", "250", "3142", "9395", "1248" ] }
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": [ "4949", "455", "2637", "6435", "4502", "1510", "6448", "10365", "4868", "4201", "2526", "4916", "6702", "439", "8679", "2646", "10010", "206", "11729", "2573", "9477", "7599", "11049", "7846", "10132", "11282", "4587", "4841", "2906", "5362", "10115", "1344", "3605", "1525", "11079", "1641", "4114", "11390", "3213", "566", "1570", "8397", "4427", "7617", "6945", "8166", "7396", "7622", "6118", "8453" ], "interaction": [ { "item": "680", "sentiment": "Neutral" }, { "item": "1601", "sentiment": "Strong Positive" }, { "item": "4475", "sentiment": "Strong Positive" }, { "item": "6965", "sentiment": "Strong Positive" }, { "item": "8784", "sentiment": "Neutral" }, { "item": "8785", "sentiment": "Strong Positive" } ], "user_id": "62" }
{ "recommended": [ "4949", "455", "2637", "6435", "4502", "1510", "6448", "10365", "4868", "4201" ] }
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": [ "3142", "4286", "4369", "450", "11194", "3841", "53", "9197", "5040", "770", "5707", "2804", "6526", "9003", "572", "2892", "5194", "262", "2201", "668", "721", "1270", "9787", "11054", "403", "5425", "168", "10673", "3379", "7369", "5837", "8354", "2165", "9170", "10025", "7039", "7942", "4196", "4180", "10480", "2185", "8222", "8529", "5951", "7919", "2160", "1852", "3432", "1027", "432" ], "interaction": [ { "item": "844", "sentiment": "Strong Positive" }, { "item": "1507", "sentiment": "Strong Positive" }, { "item": "1508", "sentiment": "Strong Negative" }, { "item": "3066", "sentiment": "Strong Positive" }, { "item": "9035", "sentiment": "Strong Positive" } ], "user_id": "63" }
{ "recommended": [ "3142", "4286", "4369", "450", "11194", "3841", "53", "9197", "5040", "770" ] }
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": [ "11780", "10248", "11992", "6325", "11955", "5981", "9288", "5168", "10912", "10802", "1670", "12066", "2123", "6862", "4241", "3041", "642", "2133", "9702", "10470", "1297", "972", "3970", "4650", "6346", "8151", "1109", "5830", "9360", "1601", "6474", "3975", "8804", "7197", "4175", "1985", "7308", "1004", "254", "6320", "9789", "5859", "8208", "9443", "819", "273", "6602", "3657", "8160", "8708" ], "interaction": [ { "item": "9086", "sentiment": "Strong Positive" }, { "item": "10699", "sentiment": "Strong Negative" }, { "item": "10571", "sentiment": "Strong Positive" }, { "item": "10812", "sentiment": "Strong Positive" }, { "item": "10896", "sentiment": "Neutral" }, { "item": "10164", "sentiment": "Strong Positive" }, { "item": "10669", "sentiment": "Strong Positive" }, { "item": "10752", "sentiment": "Strong Positive" }, { "item": "10753", "sentiment": "Strong Positive" }, { "item": "5090", "sentiment": "Strong Positive" }, { "item": "11054", "sentiment": "Strong Positive" }, { "item": "8977", "sentiment": "Strong Positive" }, { "item": "8976", "sentiment": "Strong Positive" }, { "item": "1291", "sentiment": "Weak Positive" }, { "item": "11765", "sentiment": "Strong Positive" }, { "item": "11766", "sentiment": "Neutral" }, { "item": "11771", "sentiment": "Strong Positive" }, { "item": "11802", "sentiment": "Strong Negative" }, { "item": "11803", "sentiment": "Strong Positive" }, { "item": "11780", "sentiment": "Neutral" } ], "user_id": "64" }
{ "recommended": [ "11780", "10248", "11992", "6325", "11955", "5981", "9288", "5168", "10912", "10802" ] }
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": [ "1119", "8082", "3131", "4067", "5698", "167", "8932", "9366", "7994", "8125", "39", "8747", "3656", "8559", "9663", "10772", "11366", "10950", "11566", "8280", "2256", "1518", "6684", "2159", "6786", "6368", "3193", "4545", "4062", "5353", "4516", "2388", "2379", "7605", "5242", "2286", "10890", "1137", "10469", "3899", "11457", "10688", "6746", "5387", "5166", "1790", "3551", "3984", "9596", "10446" ], "interaction": [ { "item": "3549", "sentiment": "Strong Positive" }, { "item": "6433", "sentiment": "Strong Positive" }, { "item": "6434", "sentiment": "Strong Negative" }, { "item": "2472", "sentiment": "Weak Negative" }, { "item": "323", "sentiment": "Weak Positive" }, { "item": "9561", "sentiment": "Neutral" }, { "item": "10950", "sentiment": "Strong Positive" } ], "user_id": "65" }
{ "recommended": [ "10950", "1119", "8082", "3131", "4067", "5698", "167", "8932", "9366", "7994" ] }
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": [ "454", "5585", "1653", "10136", "5031", "5528", "187", "9883", "8028", "5538", "10533", "5722", "1372", "1192", "2162", "1795", "10005", "4833", "7848", "6655", "8896", "3533", "4119", "4771", "4662", "8428", "1791", "1619", "603", "8990", "6385", "1366", "3535", "4412", "2907", "3201", "8142", "4782", "7081", "4493", "1132", "81", "11960", "949", "6425", "11541", "5251", "8847", "3113", "1930" ], "interaction": [ { "item": "1927", "sentiment": "Neutral" }, { "item": "103", "sentiment": "Neutral" }, { "item": "263", "sentiment": "Strong Positive" }, { "item": "553", "sentiment": "Strong Positive" }, { "item": "3773", "sentiment": "Neutral" }, { "item": "7847", "sentiment": "Strong Negative" }, { "item": "454", "sentiment": "Neutral" } ], "user_id": "66" }
{ "recommended": [ "454", "5585", "1653", "10136", "5031", "5528", "187", "9883", "8028", "5538" ] }
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": [ "8560", "326", "971", "3974", "96", "5500", "9125", "6753", "379", "3179", "4852", "4035", "10034", "7566", "2019", "7659", "2184", "2069", "9860", "7549", "3075", "8383", "1354", "90", "6436", "4866", "10077", "1092", "4665", "9255", "11304", "10818", "11114", "7078", "11873", "6947", "5063", "7911", "1868", "7425", "10639", "6843", "9673", "1795", "3378", "7795", "8873", "3359", "2240", "8647" ], "interaction": [ { "item": "8538", "sentiment": "Strong Positive" }, { "item": "8954", "sentiment": "Strong Positive" }, { "item": "4996", "sentiment": "Strong Positive" }, { "item": "6210", "sentiment": "Weak Positive" }, { "item": "7132", "sentiment": "Strong Negative" }, { "item": "10565", "sentiment": "Neutral" }, { "item": "3279", "sentiment": "Neutral" } ], "user_id": "67" }
{ "recommended": [ "8560", "326", "971", "3974", "96", "5500", "9125", "6753", "379", "3179" ] }
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": [ "324", "971", "8186", "7025", "6141", "8665", "2748", "5189", "9380", "8766", "134", "3007", "4024", "6753", "8868", "2421", "7033", "4619", "1688", "6793", "10812", "5017", "9246", "494", "2290", "454", "4118", "10704", "7956", "8249", "5002", "5479", "231", "10667", "1941", "5045", "8142", "8790", "2296", "274", "10757", "3102", "2920", "8491", "257", "2376", "2382", "5205", "4205", "8815" ], "interaction": [ { "item": "909", "sentiment": "Strong Positive" }, { "item": "1121", "sentiment": "Strong Positive" }, { "item": "3663", "sentiment": "Weak Positive" }, { "item": "5243", "sentiment": "Neutral" }, { "item": "9084", "sentiment": "Weak Negative" }, { "item": "6435", "sentiment": "Strong Positive" }, { "item": "8153", "sentiment": "Strong Positive" }, { "item": "2972", "sentiment": "Neutral" }, { "item": "8026", "sentiment": "Strong Negative" }, { "item": "9380", "sentiment": "Neutral" } ], "user_id": "68" }
{ "recommended": [ "9380", "324", "971", "8186", "7025", "6141", "8665", "2748", "5189", "8766" ] }
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": [ "4048", "752", "492", "2288", "7590", "369", "1385", "7477", "8014", "2087", "8517", "5093", "9595", "6149", "5141", "3900", "10558", "7071", "1890", "3131", "1771", "1875", "2851", "12065", "5517", "10372", "996", "726", "4320", "11269", "1987", "11243", "3871", "7248", "3105", "6688", "3244", "1514", "263", "5484", "1874", "7035", "1242", "7536", "7913", "788", "5021", "399", "7098", "9167" ], "interaction": [ { "item": "1521", "sentiment": "Strong Positive" }, { "item": "1522", "sentiment": "Neutral" }, { "item": "1827", "sentiment": "Weak Positive" }, { "item": "3208", "sentiment": "Strong Positive" }, { "item": "717", "sentiment": "Strong Positive" }, { "item": "11452", "sentiment": "Strong Positive" }, { "item": "4898", "sentiment": "Strong Positive" }, { "item": "1875", "sentiment": "Strong Positive" } ], "user_id": "69" }
{ "recommended": [ "1875", "4048", "752", "492", "2288", "7590", "369", "1385", "7477", "8014" ] }
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": [ "1109", "9196", "9180", "4507", "731", "529", "10749", "895", "8139", "5066", "7448", "3366", "10116", "2260", "10683", "426", "11574", "1340", "2468", "3787", "11007", "9441", "8380", "3553", "3759", "1868", "5222", "6986", "10693", "3303", "6105", "10611", "10841", "2790", "2482", "4675", "2308", "4300", "4762", "9287", "6647", "6950", "3058", "1399", "7177", "4304", "7074", "5779", "4492", "11836" ], "interaction": [ { "item": "7210", "sentiment": "Strong Negative" }, { "item": "6735", "sentiment": "Strong Positive" }, { "item": "8044", "sentiment": "Strong Positive" }, { "item": "8889", "sentiment": "Strong Positive" }, { "item": "9196", "sentiment": "Strong Negative" } ], "user_id": "70" }
{ "recommended": [ "9196", "1109", "9180", "4507", "731", "529", "10749", "895", "8139", "5066" ] }
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": [ "7643", "6192", "9380", "11078", "6811", "3707", "6870", "752", "4435", "10385", "9083", "7849", "4873", "1334", "1511", "771", "2169", "7078", "2112", "2162", "11080", "7213", "2271", "301", "2084", "6352", "9144", "3312", "3067", "9334", "5329", "4241", "8336", "10339", "2531", "8703", "3433", "862", "7936", "9575", "4672", "7667", "2460", "2265", "4762", "1832", "10016", "916", "2772", "3429" ], "interaction": [ { "item": "9189", "sentiment": "Strong Positive" }, { "item": "9952", "sentiment": "Strong Positive" }, { "item": "4367", "sentiment": "Strong Positive" }, { "item": "4868", "sentiment": "Strong Positive" }, { "item": "10016", "sentiment": "Strong Negative" } ], "user_id": "71" }
{ "recommended": [ "10016", "7643", "6192", "9380", "11078", "6811", "3707", "6870", "752", "4435" ] }
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": [ "12033", "10394", "297", "11673", "3526", "4367", "76", "388", "917", "9104", "41", "1657", "6265", "6823", "9032", "8236", "963", "1381", "4043", "1108", "1023", "2204", "2271", "10281", "10454", "3067", "4095", "9364", "4476", "1434", "6866", "3279", "8539", "3648", "6566", "1172", "12020", "10622", "7599", "1016", "3889", "6921", "710", "703", "5820", "7622", "4448", "5670", "9875", "132" ], "interaction": [ { "item": "3654", "sentiment": "Strong Positive" }, { "item": "3541", "sentiment": "Strong Positive" }, { "item": "9266", "sentiment": "Neutral" }, { "item": "9883", "sentiment": "Strong Positive" }, { "item": "3050", "sentiment": "Neutral" }, { "item": "10385", "sentiment": "Strong Positive" }, { "item": "1492", "sentiment": "Weak Negative" }, { "item": "8808", "sentiment": "Strong Positive" }, { "item": "10374", "sentiment": "Strong Positive" }, { "item": "11403", "sentiment": "Strong Positive" }, { "item": "11664", "sentiment": "Strong Positive" }, { "item": "12033", "sentiment": "Neutral" } ], "user_id": "72" }
{ "recommended": [ "12033", "10394", "297", "11673", "3526", "4367", "76", "388", "917", "9104" ] }
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": [ "992", "6613", "2360", "7096", "6208", "3247", "3625", "2953", "1305", "11324", "4558", "9394", "4544", "448", "10802", "561", "280", "215", "11049", "122", "4778", "2038", "8306", "11328", "6743", "9892", "7871", "2885", "5038", "6017", "5243", "5583", "2279", "8839", "3006", "1385", "6510", "9723", "38", "3854", "3904", "8846", "2539", "6592", "4478", "766", "6480", "9029", "10127", "1112" ], "interaction": [ { "item": "1577", "sentiment": "Weak Positive" }, { "item": "3780", "sentiment": "Strong Positive" }, { "item": "3167", "sentiment": "Neutral" }, { "item": "4441", "sentiment": "Weak Negative" }, { "item": "6770", "sentiment": "Neutral" }, { "item": "8030", "sentiment": "Strong Negative" }, { "item": "4978", "sentiment": "Neutral" }, { "item": "6743", "sentiment": "Strong Positive" } ], "user_id": "73" }
{ "recommended": [ "6743", "992", "6613", "2360", "7096", "6208", "3247", "3625", "2953", "1305" ] }
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": [ "2061", "535", "2472", "10373", "9094", "1015", "1697", "5741", "2964", "7217", "9262", "1025", "2308", "4760", "283", "12054", "3681", "5253", "9329", "7448", "5159", "1965", "10561", "5184", "8478", "3448", "9873", "2538", "6452", "2318", "2752", "7415", "10555", "10470", "4040", "995", "5824", "8769", "7727", "6561", "10646", "9309", "4431", "7564", "2848", "7809", "2909", "5005", "7511", "10153" ], "interaction": [ { "item": "3362", "sentiment": "Neutral" }, { "item": "8380", "sentiment": "Strong Positive" }, { "item": "3763", "sentiment": "Strong Positive" }, { "item": "4024", "sentiment": "Weak Negative" }, { "item": "9309", "sentiment": "Strong Positive" } ], "user_id": "74" }
{ "recommended": [ "9309", "2061", "535", "2472", "10373", "9094", "1015", "1697", "5741", "2964" ] }
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": [ "10200", "10775", "9397", "11767", "11705", "8074", "3384", "11341", "1501", "3816", "3071", "10246", "3914", "4102", "2762", "9661", "4999", "3620", "9401", "8622", "6597", "4071", "7203", "2640", "5988", "2740", "11005", "2475", "1862", "250", "8277", "7741", "3478", "287", "2505", "5238", "7035", "3639", "765", "2155", "7594", "9497", "617", "5729", "3965", "5675", "3850", "10296", "3676", "7014" ], "interaction": [ { "item": "9468", "sentiment": "Strong Positive" }, { "item": "10693", "sentiment": "Strong Positive" }, { "item": "10560", "sentiment": "Strong Positive" }, { "item": "10506", "sentiment": "Neutral" }, { "item": "11767", "sentiment": "Neutral" } ], "user_id": "75" }
{ "recommended": [ "11767", "10200", "10775", "9397", "11705", "8074", "3384", "11341", "1501", "3816" ] }
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": [ "11710", "8387", "11637", "11583", "11702", "5986", "7651", "3954", "4089", "9090", "7419", "861", "10472", "9835", "302", "8055", "4588", "5050", "1246", "2138", "6875", "1738", "4966", "1383", "639", "6133", "7844", "8424", "6314", "9920", "9425", "7804", "7781", "5014", "2437", "11129", "11998", "6848", "1091", "10024", "4841", "11580", "1144", "4659", "10724", "8710", "7501", "7342", "3658", "4106" ], "interaction": [ { "item": "10282", "sentiment": "Strong Positive" }, { "item": "10690", "sentiment": "Strong Positive" }, { "item": "2662", "sentiment": "Neutral" }, { "item": "10669", "sentiment": "Strong Positive" }, { "item": "10689", "sentiment": "Strong Positive" }, { "item": "2689", "sentiment": "Strong Positive" }, { "item": "11710", "sentiment": "Neutral" } ], "user_id": "76" }
{ "recommended": [ "11710", "8387", "11637", "11583", "11702", "5986", "7651", "3954", "4089", "9090" ] }
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": [ "2244", "6510", "4209", "2772", "2934", "1298", "4410", "3100", "6158", "10910", "223", "10006", "10558", "6788", "355", "783", "11412", "3007", "5902", "9025", "5424", "9191", "2813", "6665", "5761", "5553", "9728", "5401", "3971", "10286", "3804", "3101", "11194", "10127", "7757", "259", "9420", "4498", "8456", "3147", "7310", "8493", "8509", "2241", "7887", "11189", "5720", "6186", "2882", "4344" ], "interaction": [ { "item": "163", "sentiment": "Weak Positive" }, { "item": "248", "sentiment": "Strong Positive" }, { "item": "5007", "sentiment": "Weak Positive" }, { "item": "9477", "sentiment": "Neutral" }, { "item": "9728", "sentiment": "Weak Positive" } ], "user_id": "77" }
{ "recommended": [ "9728", "2244", "6510", "4209", "2772", "2934", "1298", "4410", "3100", "6158" ] }
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": [ "4513", "6971", "1190", "10162", "7078", "6492", "7757", "10875", "5275", "7278", "302", "4666", "707", "7267", "2", "461", "9328", "4765", "1740", "9925", "9385", "4137", "7540", "963", "9003", "5245", "2109", "8462", "11001", "6901", "10576", "8780", "7241", "2150", "4225", "6650", "5972", "2855", "11316", "10405", "7341", "8671", "943", "1368", "4509", "9865", "2578", "8785", "8670", "4278" ], "interaction": [ { "item": "2884", "sentiment": "Strong Positive" }, { "item": "4993", "sentiment": "Strong Positive" }, { "item": "5677", "sentiment": "Strong Positive" }, { "item": "4169", "sentiment": "Weak Negative" }, { "item": "5245", "sentiment": "Neutral" } ], "user_id": "78" }
{ "recommended": [ "5245", "4513", "6971", "1190", "10162", "7078", "6492", "7757", "10875", "5275" ] }
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": [ "3965", "71", "2749", "8958", "4543", "7810", "6546", "11455", "9660", "10522", "4134", "10489", "8490", "8588", "3530", "7718", "8470", "9491", "11209", "8714", "8149", "5127", "7314", "11274", "5699", "5977", "11348", "2094", "206", "1357", "2712", "10488", "10512", "1467", "4555", "3888", "9039", "3067", "2836", "10877", "602", "10925", "8589", "11926", "11058", "2230", "2104", "4412", "1338", "9463" ], "interaction": [ { "item": "8820", "sentiment": "Strong Positive" }, { "item": "1593", "sentiment": "Strong Positive" }, { "item": "8092", "sentiment": "Strong Positive" }, { "item": "1521", "sentiment": "Weak Negative" }, { "item": "3094", "sentiment": "Strong Positive" }, { "item": "10609", "sentiment": "Strong Positive" }, { "item": "11370", "sentiment": "Strong Positive" }, { "item": "11375", "sentiment": "Strong Positive" }, { "item": "10512", "sentiment": "Strong Positive" } ], "user_id": "79" }
{ "recommended": [ "10512", "3965", "71", "2749", "8958", "4543", "7810", "6546", "11455", "9660" ] }
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": [ "6679", "4385", "8892", "3295", "7853", "837", "9120", "2339", "1030", "11065", "8826", "168", "8754", "4175", "11194", "8272", "10501", "907", "426", "10410", "6978", "6940", "4797", "1393", "5581", "8748", "8894", "9114", "2553", "11049", "5131", "7579", "9380", "6119", "10880", "824", "6140", "3231", "8152", "4244", "8397", "5535", "7524", "7099", "10438", "9928", "7329", "10639", "6235", "2934" ], "interaction": [ { "item": "2468", "sentiment": "Strong Positive" }, { "item": "2987", "sentiment": "Strong Positive" }, { "item": "4911", "sentiment": "Strong Positive" }, { "item": "10291", "sentiment": "Strong Positive" }, { "item": "15", "sentiment": "Strong Positive" }, { "item": "6981", "sentiment": "Weak Negative" }, { "item": "4910", "sentiment": "Strong Positive" }, { "item": "3691", "sentiment": "Neutral" } ], "user_id": "80" }
{ "recommended": [ "6679", "4385", "8892", "3295", "7853", "837", "9120", "2339", "1030", "11065" ] }
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": [ "2757", "5994", "8313", "8517", "4347", "3541", "2914", "1840", "5144", "7844", "2583", "5823", "8299", "8307", "2062", "9509", "3539", "9789", "7630", "1190", "8351", "8225", "8835", "2968", "1401", "5071", "11796", "8608", "5325", "7179", "1932", "8998", "8993", "1204", "5450", "6230", "8932", "1730", "6087", "6136", "3439", "9951", "7030", "11013", "400", "417", "3934", "8382", "7461", "8079" ], "interaction": [ { "item": "3989", "sentiment": "Strong Positive" }, { "item": "2032", "sentiment": "Strong Positive" }, { "item": "47", "sentiment": "Strong Positive" }, { "item": "3252", "sentiment": "Strong Positive" }, { "item": "8313", "sentiment": "Strong Positive" } ], "user_id": "81" }
{ "recommended": [ "8313", "2757", "5994", "8517", "4347", "3541", "2914", "1840", "5144", "7844" ] }
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": [ "8296", "9848", "8648", "8839", "10740", "7930", "10412", "10190", "8272", "11206", "9595", "10810", "10584", "5601", "7800", "10287", "3636", "10269", "4062", "5850", "2805", "6599", "10300", "10475", "8233", "6042", "4719", "11354", "6834", "5453", "4678", "6211", "11088", "2309", "1601", "8973", "11077", "736", "7823", "10210", "4833", "455", "5993", "8772", "555", "4780", "2628", "1222", "261", "11623" ], "interaction": [ { "item": "7130", "sentiment": "Strong Positive" }, { "item": "7215", "sentiment": "Strong Negative" }, { "item": "7523", "sentiment": "Strong Positive" }, { "item": "2037", "sentiment": "Strong Positive" }, { "item": "4914", "sentiment": "Strong Positive" }, { "item": "5098", "sentiment": "Strong Positive" }, { "item": "5352", "sentiment": "Strong Positive" }, { "item": "3227", "sentiment": "Neutral" }, { "item": "5030", "sentiment": "Strong Positive" }, { "item": "5564", "sentiment": "Strong Positive" }, { "item": "8124", "sentiment": "Neutral" }, { "item": "8150", "sentiment": "Neutral" }, { "item": "8243", "sentiment": "Strong Positive" }, { "item": "9035", "sentiment": "Strong Positive" }, { "item": "10740", "sentiment": "Strong Positive" } ], "user_id": "82" }
{ "recommended": [ "10740", "8296", "9848", "8648", "8839", "7930", "10412", "10190", "8272", "11206" ] }
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": [ "9947", "338", "2273", "8969", "4112", "10246", "100", "5797", "2509", "10442", "1344", "538", "1210", "3761", "9453", "4503", "3768", "7591", "1495", "4545", "2227", "7835", "1811", "9300", "8680", "7685", "7779", "9179", "6772", "5446", "2229", "10318", "11437", "11579", "2290", "9885", "3642", "5857", "2421", "1347", "11053", "10375", "8139", "10935", "4238", "6171", "3310", "2245", "1065", "9990" ], "interaction": [ { "item": "6302", "sentiment": "Strong Negative" }, { "item": "1118", "sentiment": "Strong Positive" }, { "item": "3990", "sentiment": "Neutral" }, { "item": "546", "sentiment": "Neutral" }, { "item": "1085", "sentiment": "Neutral" }, { "item": "5096", "sentiment": "Strong Negative" }, { "item": "5107", "sentiment": "Neutral" }, { "item": "5168", "sentiment": "Strong Negative" }, { "item": "7660", "sentiment": "Strong Negative" }, { "item": "10442", "sentiment": "Neutral" } ], "user_id": "83" }
{ "recommended": [ "10442", "9947", "338", "2273", "8969", "4112", "10246", "100", "5797", "2509" ] }
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": [ "11889", "11228", "11222", "1066", "5427", "6733", "5066", "4219", "4758", "6107", "10704", "221", "3698", "5", "6721", "1771", "3150", "9583", "3516", "3159", "9977", "6303", "1254", "7331", "3700", "4958", "3576", "2393", "1554", "8281", "3496", "2903", "10352", "9364", "426", "8800", "521", "998", "1208", "6639", "3145", "11487", "3290", "10084", "11470", "4004", "9528", "9642", "66", "3532" ], "interaction": [ { "item": "837", "sentiment": "Neutral" }, { "item": "2573", "sentiment": "Strong Positive" }, { "item": "6765", "sentiment": "Strong Positive" }, { "item": "818", "sentiment": "Weak Positive" }, { "item": "1057", "sentiment": "Strong Positive" }, { "item": "6132", "sentiment": "Strong Positive" }, { "item": "281", "sentiment": "Strong Positive" }, { "item": "2722", "sentiment": "Strong Positive" }, { "item": "4916", "sentiment": "Strong Positive" }, { "item": "3769", "sentiment": "Strong Positive" }, { "item": "4441", "sentiment": "Weak Positive" }, { "item": "11928", "sentiment": "Strong Negative" }, { "item": "6733", "sentiment": "Strong Negative" } ], "user_id": "84" }
{ "recommended": [ "6733", "11889", "11228", "11222", "1066", "5427", "5066", "4219", "4758", "6107" ] }
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": [ "11877", "11712", "11729", "614", "11054", "4521", "5916", "10748", "947", "12053", "11282", "7437", "700", "8968", "6487", "4968", "6488", "8522", "9119", "11743", "8753", "11369", "7629", "9995", "9090", "917", "8421", "8659", "9929", "8382", "8195", "3404", "5350", "988", "3515", "9348", "6961", "6622", "8782", "8485", "10854", "938", "5050", "10418", "6840", "1929", "8079", "5859", "7630", "11093" ], "interaction": [ { "item": "1354", "sentiment": "Strong Positive" }, { "item": "2811", "sentiment": "Neutral" }, { "item": "71", "sentiment": "Strong Positive" }, { "item": "1262", "sentiment": "Weak Negative" }, { "item": "2558", "sentiment": "Strong Positive" }, { "item": "1352", "sentiment": "Strong Positive" }, { "item": "10382", "sentiment": "Strong Positive" }, { "item": "10753", "sentiment": "Strong Positive" }, { "item": "11216", "sentiment": "Weak Negative" }, { "item": "11220", "sentiment": "Strong Positive" }, { "item": "11708", "sentiment": "Strong Positive" }, { "item": "11770", "sentiment": "Neutral" }, { "item": "11711", "sentiment": "Strong Positive" }, { "item": "11712", "sentiment": "Strong Positive" } ], "user_id": "85" }
{ "recommended": [ "11712", "11877", "11729", "614", "11054", "4521", "5916", "10748", "947", "12053" ] }
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": [ "6274", "3236", "2526", "6269", "8333", "2926", "10399", "6793", "9205", "1902", "7601", "6862", "444", "3113", "10094", "6772", "7102", "6354", "1408", "7597", "7806", "11116", "7332", "4922", "10376", "1409", "4684", "1495", "4448", "2745", "1795", "5029", "2014", "7994", "4624", "251", "778", "7954", "11447", "10607", "4887", "10651", "6833", "1551", "2353", "5657", "4313", "506", "764", "2592" ], "interaction": [ { "item": "899", "sentiment": "Strong Negative" }, { "item": "4418", "sentiment": "Strong Positive" }, { "item": "3945", "sentiment": "Weak Positive" }, { "item": "1697", "sentiment": "Strong Positive" }, { "item": "4618", "sentiment": "Strong Positive" }, { "item": "7007", "sentiment": "Strong Negative" }, { "item": "849", "sentiment": "Strong Positive" }, { "item": "11385", "sentiment": "Strong Negative" } ], "user_id": "86" }
{ "recommended": [ "6274", "3236", "2526", "6269", "8333", "2926", "10399", "6793", "9205", "1902" ] }
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": [ "6007", "2005", "9936", "5586", "10943", "7217", "7748", "7558", "6582", "2701", "3338", "424", "6251", "4236", "10567", "9423", "2945", "9250", "3237", "7014", "8801", "11156", "3393", "7344", "10904", "3980", "9120", "10972", "4755", "3664", "10300", "455", "11301", "614", "10228", "7036", "3516", "3340", "7958", "2280", "3743", "3251", "11148", "5392", "11695", "11912", "11770", "5914", "8338", "5846" ], "interaction": [ { "item": "2009", "sentiment": "Strong Positive" }, { "item": "2374", "sentiment": "Strong Negative" }, { "item": "3200", "sentiment": "Strong Positive" }, { "item": "268", "sentiment": "Strong Positive" }, { "item": "6452", "sentiment": "Strong Positive" }, { "item": "8786", "sentiment": "Strong Positive" }, { "item": "6768", "sentiment": "Strong Positive" }, { "item": "3743", "sentiment": "Strong Positive" } ], "user_id": "87" }
{ "recommended": [ "3743", "6007", "2005", "9936", "5586", "10943", "7217", "7748", "7558", "6582" ] }
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": [ "9767", "2738", "1724", "6538", "9933", "9788", "1902", "4206", "5209", "9156", "11442", "10619", "1076", "2876", "171", "2593", "9918", "7306", "11857", "10533", "11979", "514", "5446", "6025", "3508", "4927", "5684", "8018", "11964", "2944", "1800", "6247", "9986", "7588", "3732", "4880", "6525", "2205", "6637", "11126", "2566", "7208", "998", "188", "10642", "3888", "4656", "2027", "286", "12029" ], "interaction": [ { "item": "9847", "sentiment": "Strong Positive" }, { "item": "10797", "sentiment": "Weak Positive" }, { "item": "7477", "sentiment": "Strong Positive" }, { "item": "9404", "sentiment": "Strong Positive" }, { "item": "9767", "sentiment": "Strong Positive" } ], "user_id": "88" }
{ "recommended": [ "9767", "2738", "1724", "6538", "9933", "9788", "1902", "4206", "5209", "9156" ] }
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": [ "734", "9549", "5596", "778", "6095", "2800", "7122", "6338", "11708", "6389", "4654", "4170", "4540", "335", "9744", "2172", "3184", "8219", "6450", "5267", "11733", "41", "2635", "11783", "4932", "12057", "4182", "11658", "3076", "2441", "79", "2125", "4369", "1395", "37", "10269", "4942", "8233", "1975", "11221", "6961", "8818", "5025", "3853", "4907", "4183", "8166", "5298", "10455", "7259" ], "interaction": [ { "item": "721", "sentiment": "Neutral" }, { "item": "4032", "sentiment": "Strong Positive" }, { "item": "2377", "sentiment": "Weak Negative" }, { "item": "2608", "sentiment": "Strong Positive" }, { "item": "2764", "sentiment": "Strong Negative" }, { "item": "3758", "sentiment": "Strong Positive" }, { "item": "4654", "sentiment": "Strong Positive" } ], "user_id": "89" }
{ "recommended": [ "4654", "734", "9549", "5596", "778", "6095", "2800", "7122", "6338", "11708" ] }
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": [ "6402", "8103", "4087", "8701", "8712", "4544", "5870", "8000", "7332", "4410", "11668", "2286", "7087", "9155", "1305", "539", "719", "6168", "7675", "9284", "9727", "9585", "3949", "2591", "7113", "1257", "9348", "1625", "9935", "6218", "11904", "6684", "1990", "4030", "2865", "9241", "9144", "5590", "5239", "6572", "3878", "1995", "2833", "2381", "2852", "7047", "3667", "7777", "4770", "11084" ], "interaction": [ { "item": "7181", "sentiment": "Neutral" }, { "item": "8472", "sentiment": "Strong Positive" }, { "item": "7366", "sentiment": "Strong Positive" }, { "item": "8486", "sentiment": "Strong Positive" }, { "item": "6402", "sentiment": "Strong Positive" } ], "user_id": "90" }
{ "recommended": [ "6402", "8103", "4087", "8701", "8712", "4544", "5870", "8000", "7332", "4410" ] }
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": [ "390", "11039", "4277", "11742", "345", "8366", "10629", "4319", "5192", "10581", "5121", "4750", "4310", "1594", "8299", "9005", "11915", "9301", "5995", "10494", "10684", "8143", "4555", "1402", "4190", "4721", "3331", "7494", "2941", "363", "2424", "816", "1278", "7757", "8599", "11968", "3799", "6896", "2155", "11847", "1293", "5781", "11762", "5262", "5085", "6368", "3363", "4383", "8403", "11622" ], "interaction": [ { "item": "227", "sentiment": "Strong Positive" }, { "item": "4985", "sentiment": "Weak Negative" }, { "item": "3504", "sentiment": "Strong Positive" }, { "item": "8129", "sentiment": "Strong Positive" }, { "item": "1915", "sentiment": "Strong Positive" }, { "item": "7535", "sentiment": "Neutral" }, { "item": "10245", "sentiment": "Neutral" }, { "item": "1001", "sentiment": "Strong Positive" }, { "item": "2983", "sentiment": "Strong Negative" }, { "item": "9921", "sentiment": "Strong Positive" } ], "user_id": "91" }
{ "recommended": [ "390", "11039", "4277", "11742", "345", "8366", "10629", "4319", "5192", "10581" ] }
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": [ "930", "3668", "7847", "8533", "1539", "11526", "414", "1321", "4274", "3085", "8616", "11228", "5377", "8727", "2496", "262", "11475", "5252", "4860", "1602", "5111", "3416", "4661", "9163", "8190", "6595", "770", "4034", "2611", "7578", "8886", "6063", "6566", "7812", "6717", "11160", "6745", "644", "7712", "192", "4435", "9797", "11860", "5454", "11853", "9785", "10480", "4781", "4412", "5760" ], "interaction": [ { "item": "5362", "sentiment": "Strong Positive" }, { "item": "5635", "sentiment": "Strong Positive" }, { "item": "5697", "sentiment": "Strong Positive" }, { "item": "7172", "sentiment": "Strong Positive" }, { "item": "11784", "sentiment": "Strong Positive" } ], "user_id": "92" }
{ "recommended": [ "930", "3668", "7847", "8533", "1539", "11526", "414", "1321", "4274", "3085" ] }
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": [ "3856", "4051", "6138", "5601", "11788", "6402", "6182", "4651", "4186", "10154", "6071", "4116", "2587", "9583", "2543", "7344", "962", "8818", "186", "3805", "4940", "2480", "8683", "6722", "2603", "9459", "2661", "1523", "1242", "2781", "805", "11504", "4506", "6521", "4782", "1548", "305", "1273", "5232", "1549", "8476", "2176", "79", "3792", "3404", "10075", "10972", "8611", "11146", "7145" ], "interaction": [ { "item": "10481", "sentiment": "Strong Positive" }, { "item": "7096", "sentiment": "Strong Positive" }, { "item": "9966", "sentiment": "Strong Positive" }, { "item": "429", "sentiment": "Strong Positive" }, { "item": "6138", "sentiment": "Strong Positive" } ], "user_id": "93" }
{ "recommended": [ "6138", "3856", "4051", "5601", "11788", "6402", "6182", "4651", "4186", "10154" ] }
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": [ "5045", "9230", "7651", "8958", "4678", "2312", "5244", "4325", "4231", "8300", "4842", "1029", "8438", "4573", "4276", "10793", "10315", "5046", "4579", "4147", "9637", "9362", "4011", "6490", "1944", "2170", "1053", "8403", "8046", "10610", "8201", "4775", "7436", "8447", "5870", "9594", "1823", "3783", "9329", "2617", "10106", "7371", "5874", "10010", "4065", "8840", "5834", "3829", "6476", "9293" ], "interaction": [ { "item": "5501", "sentiment": "Strong Positive" }, { "item": "5413", "sentiment": "Strong Positive" }, { "item": "4336", "sentiment": "Strong Positive" }, { "item": "4189", "sentiment": "Neutral" }, { "item": "159", "sentiment": "Strong Positive" }, { "item": "8300", "sentiment": "Strong Positive" } ], "user_id": "94" }
{ "recommended": [ "8300", "5045", "9230", "7651", "8958", "4678", "2312", "5244", "4325", "4231" ] }
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": [ "10636", "1174", "7937", "4096", "1178", "1229", "2210", "2396", "1417", "3553", "8661", "4973", "7437", "5772", "2384", "5770", "7863", "710", "6811", "2272", "3484", "9", "4650", "9991", "4531", "5820", "3026", "4859", "7768", "1342", "3662", "2125", "7867", "5830", "9856", "7557", "3667", "489", "12023", "4004", "2882", "8352", "11058", "6636", "5383", "3942", "10087", "11382", "2591", "7438" ], "interaction": [ { "item": "1585", "sentiment": "Strong Positive" }, { "item": "2200", "sentiment": "Strong Positive" }, { "item": "2076", "sentiment": "Neutral" }, { "item": "1912", "sentiment": "Weak Negative" }, { "item": "7689", "sentiment": "Strong Positive" } ], "user_id": "95" }
{ "recommended": [ "10636", "1174", "7937", "4096", "1178", "1229", "2210", "2396", "1417", "3553" ] }
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": [ "2860", "2690", "3977", "96", "4361", "11493", "6526", "656", "8794", "5780", "5133", "4048", "177", "10012", "9029", "1104", "7394", "5737", "9181", "11179", "424", "2295", "6120", "7814", "6231", "8749", "8160", "6782", "7824", "5951", "318", "1673", "10566", "3769", "4166", "2199", "11055", "1065", "1346", "7448", "3620", "10973", "1338", "9955", "1225", "3341", "2982", "12001", "2537", "3332" ], "interaction": [ { "item": "483", "sentiment": "Strong Positive" }, { "item": "3699", "sentiment": "Strong Positive" }, { "item": "5831", "sentiment": "Strong Positive" }, { "item": "5878", "sentiment": "Strong Positive" }, { "item": "7095", "sentiment": "Strong Positive" }, { "item": "9392", "sentiment": "Strong Positive" }, { "item": "6613", "sentiment": "Neutral" }, { "item": "5881", "sentiment": "Strong Positive" } ], "user_id": "96" }
{ "recommended": [ "2860", "2690", "3977", "96", "4361", "11493", "6526", "656", "8794", "5780" ] }
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": [ "10692", "10696", "6966", "11939", "5694", "167", "3003", "11899", "10165", "11249", "8478", "1838", "4104", "8329", "9039", "3369", "4332", "7541", "8063", "10802", "7766", "8476", "693", "3287", "6597", "5946", "2738", "1510", "4196", "5933", "1629", "1091", "8906", "4643", "9518", "819", "6497", "6322", "3948", "3237", "11743", "4073", "2569", "1335", "1021", "10510", "10404", "9626", "5596", "7830" ], "interaction": [ { "item": "4271", "sentiment": "Strong Positive" }, { "item": "6435", "sentiment": "Strong Negative" }, { "item": "10570", "sentiment": "Weak Positive" }, { "item": "5783", "sentiment": "Neutral" }, { "item": "10573", "sentiment": "Strong Positive" }, { "item": "10696", "sentiment": "Strong Positive" } ], "user_id": "97" }
{ "recommended": [ "10696", "10692", "6966", "11939", "5694", "167", "3003", "11899", "10165", "11249" ] }
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": [ "7580", "8630", "1227", "3283", "6538", "5808", "5242", "4680", "2612", "1213", "3237", "1783", "259", "5349", "177", "4170", "1293", "4324", "4773", "3248", "11224", "9672", "7275", "12033", "3028", "11386", "7224", "5419", "1415", "3306", "1632", "7338", "11885", "139", "10653", "3517", "1506", "2103", "4473", "2040", "4525", "1209", "606", "6180", "3255", "11625", "10387", "11741", "1697", "1397" ], "interaction": [ { "item": "6906", "sentiment": "Neutral" }, { "item": "3195", "sentiment": "Strong Positive" }, { "item": "2028", "sentiment": "Neutral" }, { "item": "3596", "sentiment": "Weak Negative" }, { "item": "3832", "sentiment": "Neutral" }, { "item": "1213", "sentiment": "Neutral" } ], "user_id": "98" }
{ "recommended": [ "1213", "7580", "8630", "1227", "3283", "6538", "5808", "5242", "4680", "2612" ] }
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": [ "2684", "2915", "4973", "4998", "10036", "2144", "1976", "2555", "4280", "5406", "10200", "9181", "6235", "3131", "10384", "2921", "6037", "4222", "186", "7928", "8818", "4876", "8218", "6270", "4315", "2411", "9234", "3873", "6724", "8291", "11092", "8664", "3438", "7597", "2019", "929", "2812", "1724", "9226", "6364", "6154", "1244", "7586", "3282", "10284", "11301", "11320", "2138", "3548", "4657" ], "interaction": [ { "item": "1274", "sentiment": "Strong Positive" }, { "item": "4691", "sentiment": "Neutral" }, { "item": "1294", "sentiment": "Strong Negative" }, { "item": "6528", "sentiment": "Strong Positive" }, { "item": "4748", "sentiment": "Strong Positive" }, { "item": "10384", "sentiment": "Strong Negative" } ], "user_id": "99" }
{ "recommended": [ "10384", "2684", "2915", "4973", "4998", "10036", "2144", "1976", "2555", "4280" ] }
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": [ "6402", "3133", "11860", "5561", "5024", "7853", "10423", "535", "5765", "600", "10418", "3886", "3914", "12068", "4954", "6969", "5552", "8051", "8692", "2391", "565", "7064", "1213", "3642", "917", "2324", "1050", "2997", "6945", "8982", "5337", "7232", "4866", "6645", "1907", "4235", "6321", "7216", "7191", "11568", "4732", "9893", "10454", "8204", "6756", "222", "10873", "11097", "2065", "2836" ], "interaction": [ { "item": "9360", "sentiment": "Strong Positive" }, { "item": "11102", "sentiment": "Weak Negative" }, { "item": "847", "sentiment": "Strong Positive" }, { "item": "4450", "sentiment": "Strong Positive" }, { "item": "8446", "sentiment": "Strong Positive" }, { "item": "11311", "sentiment": "Strong Positive" }, { "item": "11312", "sentiment": "Strong Positive" }, { "item": "11922", "sentiment": "Strong Positive" } ], "user_id": "100" }
{ "recommended": [ "6402", "3133", "11860", "5561", "5024", "7853", "10423", "535", "5765", "600" ] }
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