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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": [ "11864", "7849", "8651", "9561", "9560", "11939", "2648", "11305", "2319", "6683", "6500", "10205", "12054", "11226", "10609", "11152", "1067", "10393", "7977", "6727", "1856", "7976", "11752", "5824", "1307", "6435", "11751", "10246", "10163", "7736", "9100", "4037", "2635", "9461", "2374", "7532", "11633", "4993", "11332", "11222", "9229", "11874", "9200", "10064", "8778", "11662", "1880", "5926", "10248", "10770" ], "interaction": [ { "item": "9450", "sentiment": "Strong Positive" }, { "item": "9840", "sentiment": "Negative" }, { "item": "10077", "sentiment": "Negative" }, { "item": "11156", "sentiment": "Strong Positive" }, { "item": "11753", "sentiment": "Strong Positive" }, { "item": "11864", "sentiment": "Strong Positive" } ], "user_id": "1" }
{ "recommended": [ "11864", "7849", "8651", "9561", "9560", "11939", "2648", "11305", "2319", "6683" ] }
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": [ "59", "10956", "10957", "9663", "9596", "10870", "11290", "623", "11587", "9051", "11226", "10246", "11949", "9530", "1417", "11305", "5844", "6311", "11284", "5674", "2174", "8794", "11638", "10912", "5229", "11856", "2987", "5867", "9", "1678", "11662", "6727", "10477", "4417", "6613", "3853", "11114", "7524", "267", "11085", "1903", "1549", "331", "5416", "6218", "11528", "10902", "5071", "7298", "10145" ], "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", "10956", "10957", "9663", "9596", "10870", "11290", "623", "11587", "9051" ] }
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": [ "10254", "9405", "9071", "9355", "6246", "10397", "9353", "8432", "6252", "7408", "8246", "7627", "7609", "6809", "6241", "8936", "6465", "3213", "8919", "8922", "6242", "8245", "9360", "6472", "6486", "7219", "6243", "6458", "7616", "9406", "7409", "8421", "8918", "6614", "7624", "6460", "8508", "7317", "6245", "8737", "10416", "6248", "6488", "9615", "6450", "8657", "8911", "7948", "9613", "6249" ], "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", "9405", "9071", "9355", "6246", "10397", "9353", "8432", "6252", "7408" ] }
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": [ "10321", "9767", "10100", "9369", "10132", "7532", "10004", "9366", "10163", "9291", "8136", "9848", "8851", "9853", "10929", "9109", "9849", "8633", "9622", "10632", "9857", "8968", "10328", "8985", "8280", "10000", "10927", "9830", "10802", "8801", "10166", "10119", "8124", "7942", "10619", "10143", "10925", "10196", "9640", "9110", "10106", "10052", "8151", "10009", "9119", "10156", "9515", "9836", "9841", "10618" ], "interaction": [ { "item": "8969", "sentiment": "Strong Positive" }, { "item": "10131", "sentiment": "Strong Positive" }, { "item": "8824", "sentiment": "Strong Positive" }, { "item": "8651", "sentiment": "Positive" }, { "item": "10148", "sentiment": "Strong Positive" }, { "item": "3496", "sentiment": "Negative" }, { "item": "9767", "sentiment": "Strong Positive" }, { "item": "10321", "sentiment": "Strong Positive" } ], "user_id": "4" }
{ "recommended": [ "10321", "9767", "10100", "9369", "10132", "7532", "10004", "9366", "10163", "9291" ] }
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": [ "10228", "8824", "7532", "9366", "8508", "8633", "9369", "10100", "9071", "9767", "10802", "8968", "6237", "8851", "9924", "9515", "8227", "8969", "10632", "9853", "8872", "6808", "10052", "9581", "10111", "9830", "10445", "9848", "10131", "10000", "8280", "6472", "8648", "6465", "9847", "10521", "9781", "8615", "3909", "9622", "8043", "9857", "9119", "8737", "8228", "3496", "10519", "8125", "3563", "10148" ], "interaction": [ { "item": "8936", "sentiment": "Strong Positive" }, { "item": "5098", "sentiment": "Strong Negative" }, { "item": "8072", "sentiment": "Positive" }, { "item": "8347", "sentiment": "Strong Positive" }, { "item": "10163", "sentiment": "Neutral" }, { "item": "8824", "sentiment": "Neutral" }, { "item": "10228", "sentiment": "Strong Positive" } ], "user_id": "5" }
{ "recommended": [ "10228", "8824", "7532", "9366", "8508", "8633", "9369", "10100", "9071", "9767" ] }
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": [ "9201", "7450", "9152", "11243", "9180", "9466", "7821", "5065", "3015", "4689", "3295", "11330", "8661", "592", "2753", "4599", "4718", "9211", "6604", "6283", "4788", "6454", "4594", "10442", "2673", "7420", "11638", "4888", "5926", "4072", "4829", "11307", "11403", "9347", "10357", "4161", "39", "3117", "10393", "1184", "2234", "9445", "9958", "2074", "4666", "7459", "2215", "2648", "7778", "7604" ], "interaction": [ { "item": "3615", "sentiment": "Strong Positive" }, { "item": "9885", "sentiment": "Neutral" }, { "item": "3906", "sentiment": "Strong Positive" }, { "item": "8662", "sentiment": "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", "7450", "9152", "11243", "9180", "9466", "7821", "5065", "3015", "4689" ] }
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", "9857", "10100", "10929", "10143", "9369", "10000", "8824", "9366", "10632", "10004", "10132", "9849", "9291", "9848", "9109", "7532", "8136", "10163", "10106", "8851", "10148", "10166", "9853", "10009", "10927", "10802", "8968", "8633", "10196", "10328", "10171", "9640", "9836", "10580", "10131", "11215", "10119", "11023", "10618", "10052", "9830", "10595", "8651", "3496", "9835", "8151", "9847", "8124", "10619" ], "interaction": [ { "item": "9581", "sentiment": "Strong Positive" }, { "item": "9622", "sentiment": "Strong Positive" }, { "item": "9767", "sentiment": "Positive" }, { "item": "9857", "sentiment": "Strong Negative" }, { "item": "10926", "sentiment": "Negative" } ], "user_id": "7" }
{ "recommended": [ "10926", "9857", "10100", "10929", "10143", "9369", "10000", "8824", "9366", "10632" ] }
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": [ "3082", "3768", "2648", "2924", "2807", "3802", "7494", "2606", "130", "7075", "3752", "3844", "6092", "4052", "4008", "2319", "3952", "4271", "209", "4039", "1165", "6393", "2605", "6727", "448", "5820", "149", "338", "4676", "3761", "331", "2761", "1885", "6435", "1902", "7341", "2165", "1162", "1652", "2747", "1205", "3801", "4560", "1556", "1675", "182", "4869", "7996", "7295", "2114" ], "interaction": [ { "item": "5381", "sentiment": "Strong Positive" }, { "item": "457", "sentiment": "Neutral" }, { "item": "2420", "sentiment": "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": [ "3082", "3768", "2648", "2924", "2807", "3802", "7494", "2606", "130", "7075" ] }
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": [ "2922", "7857", "2643", "3844", "9211", "2480", "6850", "1556", "4167", "4663", "3071", "2648", "3300", "840", "207", "6294", "10365", "8756", "3550", "1179", "3914", "1915", "6727", "6192", "7075", "4505", "1838", "6388", "3222", "1255", "454", "4388", "2319", "1229", "1854", "6327", "1952", "1934", "2761", "44", "8313", "2606", "4665", "3747", "6613", "1246", "7341", "209", "479", "11636" ], "interaction": [ { "item": "4185", "sentiment": "Strong Positive" }, { "item": "599", "sentiment": "Neutral" }, { "item": "1178", "sentiment": "Neutral" }, { "item": "948", "sentiment": "Negative" }, { "item": "7857", "sentiment": "Strong Negative" }, { "item": "2922", "sentiment": "Neutral" } ], "user_id": "9" }
{ "recommended": [ "2922", "7857", "2643", "3844", "9211", "2480", "6850", "1556", "4167", "4663" ] }
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": [ "7922", "11245", "10362", "7646", "10056", "7648", "7653", "10609", "9530", "9488", "10279", "8491", "8479", "6402", "10273", "5437", "11188", "8478", "7651", "3903", "7652", "8958", "11698", "8579", "11116", "9673", "10028", "10003", "11228", "7956", "9868", "7122", "10001", "9509", "7654", "9529", "8502", "8651", "5963", "6916", "9962", "8455", "9917", "11874", "8183", "4733", "10047", "3094", "12025", "10553" ], "interaction": [ { "item": "7140", "sentiment": "Strong Negative" }, { "item": "3000", "sentiment": "Strong Positive" }, { "item": "3896", "sentiment": "Neutral" }, { "item": "7560", "sentiment": "Negative" }, { "item": "3904", "sentiment": "Neutral" }, { "item": "3905", "sentiment": "Neutral" }, { "item": "6607", "sentiment": "Strong Positive" }, { "item": "7862", "sentiment": "Positive" }, { "item": "9560", "sentiment": "Neutral" }, { "item": "10266", "sentiment": "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": "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": "Positive" }, { "item": "5850", "sentiment": "Positive" }, { "item": "8482", "sentiment": "Strong Negative" }, { "item": "7524", "sentiment": "Strong Positive" }, { "item": "9494", "sentiment": "Positive" }, { "item": "3094", "sentiment": "Strong Positive" }, { "item": "7922", "sentiment": "Positive" } ], "user_id": "10" }
{ "recommended": [ "7922", "11245", "10362", "7646", "10056", "7648", "7653", "10609", "9530", "9488" ] }
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": [ "7042", "5024", "1023", "6022", "8597", "5829", "7063", "754", "6649", "8463", "1022", "4089", "7821", "458", "11239", "920", "10477", "8891", "8362", "1838", "5580", "1952", "9804", "897", "4102", "1965", "4465", "2407", "8934", "8135", "8045", "3377", "273", "3617", "3446", "7122", "9090", "9281", "7435", "2663", "9943", "1555", "3880", "11639", "6311", "3535", "5079", "7839", "6844", "1045" ], "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": [ "7042", "5024", "1023", "6022", "8597", "5829", "7063", "754", "6649", "8463" ] }
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": [ "8748", "3313", "5943", "381", "7821", "7765", "7778", "5926", "6454", "9200", "2922", "5930", "9920", "553", "4667", "8415", "2643", "2648", "1802", "7853", "3015", "2215", "5791", "11388", "7002", "770", "8244", "10365", "9608", "2973", "10715", "2217", "9787", "4599", "2682", "451", "2972", "4500", "8741", "1912", "8517", "10204", "3427", "5692", "9991", "2975", "7979", "7418", "4171", "9002" ], "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": [ "8748", "3313", "5943", "381", "7821", "7765", "7778", "5926", "6454", "9200" ] }
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": [ "11793", "9109", "9767", "10009", "10119", "10132", "8824", "11274", "11349", "9845", "8851", "10000", "9853", "10632", "10927", "11215", "9366", "8801", "9841", "10156", "10100", "10941", "8968", "8853", "9291", "9990", "10929", "8136", "9828", "10019", "10521", "9110", "9622", "11273", "10143", "10266", "9640", "10644", "8899", "10134", "9849", "10148", "10004", "9735", "9515", "8633", "7532", "10953", "9781", "10178" ], "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", "9109", "9767", "10009", "10119", "10132", "8824", "11274", "11349", "9845" ] }
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": [ "5527", "5095", "10195", "9230", "2987", "7594", "11269", "5589", "6848", "5558", "7419", "8313", "11304", "5677", "6841", "2319", "7838", "1943", "9212", "268", "5086", "3937", "8631", "3442", "2852", "2648", "6793", "5194", "9431", "5192", "946", "247", "6727", "5809", "6029", "3075", "6042", "510", "2210", "7397", "5416", "2605", "6142", "8430", "5344", "1690", "7683", "8030", "331", "6906" ], "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", "5095", "10195", "9230", "2987", "7594", "11269", "5589", "6848", "5558" ] }
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": [ "1675", "10287", "2705", "9154", "10881", "9784", "7756", "8711", "10996", "2693", "4043", "2606", "4294", "5033", "7121", "5522", "6390", "7009", "6875", "6801", "10609", "8612", "5031", "2684", "5432", "4665", "3994", "5049", "8486", "2319", "4185", "4288", "8243", "4337", "10273", "5192", "7745", "8569", "4424", "7651", "8480", "10120", "7122", "111", "6402", "6727", "6435", "4465", "8083", "9108" ], "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", "10287", "2705", "9154", "10881", "9784", "7756", "8711", "10996", "2693" ] }
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": [ "8844", "7224", "8585", "7122", "5631", "7989", "8816", "7839", "4735", "6402", "7977", "9100", "10058", "5714", "5528", "9120", "7592", "5194", "3994", "8802", "4797", "7437", "5181", "7805", "5053", "4465", "5662", "8569", "9718", "7621", "8184", "5951", "2648", "7284", "8818", "10337", "7746", "4526", "4858", "7653", "7270", "5963", "4276", "8259", "5493", "4037", "5715", "7421", "8075", "5200" ], "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": [ "8844", "7224", "8585", "7122", "5631", "7989", "8816", "7839", "4735", "6402" ] }
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": [ "10609", "11390", "10996", "9366", "10929", "5430", "10132", "10036", "10230", "7532", "10229", "8958", "8816", "10926", "6308", "7849", "9297", "10362", "9509", "10802", "10019", "8136", "9369", "10163", "10492", "7977", "10199", "9767", "8643", "7736", "9581", "1800", "11141", "9197", "7756", "8747", "10408", "8651", "10946", "8569", "5031", "10445", "3189", "5436", "9120", "5713", "8895", "10364", "7812", "9781" ], "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", "10996", "9366", "10929", "5430", "10132", "10036", "10230", "7532" ] }
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": [ "10347", "10258", "1741", "847", "2786", "5762", "4706", "5379", "11687", "11337", "4756", "10120", "670", "7537", "10799", "2673", "4367", "8218", "6556", "6906", "4424", "6472", "5950", "5806", "6195", "9219", "6477", "6841", "6616", "9549", "2244", "1050", "3526", "1080", "4017", "562", "6526", "4665", "791", "130", "10654", "7881", "11088", "1904", "6030", "6435", "5280", "1998", "387", "2770" ], "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", "10258", "1741", "847", "2786", "5762", "4706", "5379", "11687", "11337" ] }
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": [ "7756", "7360", "897", "1838", "4205", "3234", "6841", "920", "5972", "5024", "4911", "7413", "6126", "1858", "8958", "6519", "5517", "3398", "7011", "5192", "8643", "7817", "5770", "458", "2987", "7171", "10846", "1675", "5528", "9676", "10093", "3476", "1652", "1108", "3300", "10881", "9165", "85", "1789", "5522", "9346", "3446", "5244", "3462", "5829", "3617", "6997", "5403", "6755", "9394" ], "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", "7360", "897", "1838", "4205", "3234", "6841", "920", "5972", "5024" ] }
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": [ "7656", "6789", "9224", "8631", "8646", "603", "10609", "9967", "4358", "6435", "6727", "8218", "8231", "5192", "1724", "57", "4018", "10602", "6841", "5665", "8663", "1828", "7122", "5239", "9208", "10025", "6042", "2178", "3877", "6208", "5141", "498", "11245", "6436", "5682", "1521", "2987", "2319", "2648", "11347", "7982", "71", "7930", "10273", "134", "10163", "2103", "8737", "4209", "6916" ], "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", "6789", "9224", "8631", "8646", "603", "10609", "9967", "4358", "6435" ] }
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": [ "9417", "4958", "7330", "231", "6726", "9948", "5344", "8313", "3107", "4550", "10013", "4018", "6840", "84", "7331", "5809", "331", "2928", "4090", "6008", "7419", "6727", "4185", "5031", "1935", "7075", "2472", "7732", "4330", "1657", "8299", "8243", "4512", "6435", "4472", "149", "7086", "11351", "7650", "454", "8891", "2993", "2346", "5551", "4075", "113", "7838", "7646", "2982", "578" ], "interaction": [ { "item": "4505", "sentiment": "Strong Positive" }, { "item": "2100", "sentiment": "Strong Positive" }, { "item": "4748", "sentiment": "Strong Positive" }, { "item": "4958", "sentiment": "Negative" }, { "item": "9417", "sentiment": "Strong Negative" } ], "user_id": "21" }
{ "recommended": [ "9417", "4958", "7330", "231", "6726", "9948", "5344", "8313", "3107", "4550" ] }
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": [ "3474", "2035", "2319", "2648", "2306", "4031", "4232", "6375", "9217", "4409", "6218", "1885", "11283", "4067", "7717", "4705", "3572", "6589", "6820", "8664", "8830", "357", "1108", "5538", "3591", "2722", "5416", "2921", "3177", "2650", "4185", "6942", "3947", "2572", "4011", "6684", "2360", "2924", "1864", "2244", "1282", "6727", "3328", "5569", "6652", "11256", "9451", "7838", "3541", "6874" ], "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", "2035", "2319", "2648", "2306", "4031", "4232", "6375", "9217", "4409" ] }
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": [ "10798", "10762", "11274", "9890", "10009", "11273", "10163", "8824", "10435", "9366", "10156", "10159", "10134", "10749", "5131", "10579", "7532", "11294", "9857", "9781", "9484", "10119", "9109", "9035", "10328", "10802", "10644", "10714", "10580", "9140", "10351", "10186", "4021", "10148", "10964", "8651", "3133", "5562", "9853", "11598", "9836", "11249", "10019", "10882", "9754", "8633", "10929", "10196", "10517", "10632" ], "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", "10762", "11274", "9890", "10009", "11273", "10163", "8824", "10435", "9366" ] }
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", "7772", "5917", "5918", "6071", "6897", "9917", "9929", "6030", "6953", "2374", "11007", "7005", "5416", "6182", "5750", "1741", "6159", "9809", "2648", "5379", "9431", "11402", "8672", "6398", "5692", "5784", "5469", "2207", "9329", "4409", "9347", "5410", "7646", "404", "8411", "6854", "9211", "10279", "9207", "298", "6192", "5192", "7316", "4993", "4763", "6195", "7770", "6678", "6906" ], "interaction": [ { "item": "1416", "sentiment": "Strong Positive" }, { "item": "5015", "sentiment": "Strong Negative" }, { "item": "5016", "sentiment": "Negative" }, { "item": "7772", "sentiment": "Neutral" }, { "item": "9914", "sentiment": "Negative" } ], "user_id": "24" }
{ "recommended": [ "9914", "7772", "5917", "5918", "6071", "6897", "9917", "9929", "6030", "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": [ "9562", "15", "10828", "4294", "10287", "9104", "10609", "11152", "2648", "8608", "5517", "6953", "5522", "7959", "9081", "10291", "5141", "4093", "5249", "8958", "10616", "8601", "8491", "10972", "4465", "6875", "7653", "8583", "2454", "9105", "10996", "8479", "4114", "5049", "7756", "10279", "10273", "9123", "5902", "9917", "7977", "9166", "1858", "7805", "8700", "9197", "5192", "3447", "10036", "7373" ], "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", "15", "10828", "4294", "10287", "9104", "10609", "11152", "2648", "8608" ] }
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": [ "11453", "8880", "8613", "8612", "10512", "8895", "8486", "8482", "7652", "2003", "7646", "8502", "6307", "4330", "7651", "8478", "8893", "10291", "8481", "10056", "8497", "8881", "8491", "4470", "9639", "11482", "9962", "7782", "7756", "8480", "8882", "8243", "10362", "10042", "5151", "10279", "10273", "10609", "1482", "6402", "6985", "11069", "5902", "8200", "7649", "7121", "8958", "7653", "8476", "8608" ], "interaction": [ { "item": "11149", "sentiment": "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", "8880", "8613", "8612", "10512", "8895", "8486", "8482", "7652", "2003" ] }
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": [ "10856", "8824", "9366", "7532", "10163", "8633", "10100", "10132", "10632", "9853", "8651", "10802", "8969", "11023", "10052", "9767", "6237", "10750", "9836", "9857", "9291", "10595", "9622", "10926", "9119", "9702", "10111", "10518", "9781", "9035", "8507", "9830", "10929", "8136", "9712", "8851", "8985", "9515", "8124", "8125", "10000", "11215", "9581", "10004", "10587", "10328", "10597", "10580", "10445", "8508" ], "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": "Positive" }, { "item": "8824", "sentiment": "Strong Negative" }, { "item": "10856", "sentiment": "Strong Positive" } ], "user_id": "27" }
{ "recommended": [ "10856", "8824", "9366", "7532", "10163", "8633", "10100", "10132", "10632", "9853" ] }
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", "10996", "7756", "10609", "9298", "9120", "9297", "10138", "7959", "10003", "5963", "10972", "8608", "10036", "6986", "7651", "7120", "8110", "5713", "5430", "10028", "7532", "10492", "9369", "6812", "10287", "11679", "7646", "10946", "8587", "6402", "8958", "8816", "3994", "9387", "8142", "10042", "10133", "8612", "7849", "8747", "10881", "6670", "7122", "7950", "6916", "5532", "10997", "10279", "9637" ], "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", "10996", "7756", "10609", "9298", "9120", "9297", "10138", "7959", "10003" ] }
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": [ "10942", "10003", "10609", "10629", "10821", "10864", "10163", "10218", "10273", "9637", "10133", "8778", "9369", "8958", "7651", "7122", "8818", "8136", "10100", "8816", "7977", "11379", "7779", "10036", "9917", "8819", "8569", "7532", "8600", "7646", "10062", "9992", "10056", "8651", "7849", "9121", "8110", "6670", "8635", "9387", "10452", "9100", "8243", "7653", "10996", "7286", "10279", "10362", "9488", "10492" ], "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", "10003", "10609", "10629", "10821", "10864", "10163", "10218", "10273", "9637" ] }
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": [ "8122", "4563", "9530", "10273", "2648", "7653", "6519", "5049", "7001", "8083", "7096", "7652", "8643", "9778", "9597", "3921", "8891", "2472", "2993", "6435", "7812", "7345", "5194", "4115", "6875", "10291", "6727", "3734", "7286", "331", "192", "8249", "7805", "9676", "6997", "6840", "7064", "1482", "6851", "9883", "6734", "5133", "5141", "10717", "10726", "5431", "7122", "1732", "7424", "3985" ], "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": [ "8122", "4563", "9530", "10273", "2648", "7653", "6519", "5049", "7001", "8083" ] }
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": [ "9534", "8243", "8601", "10609", "10273", "10003", "7651", "7653", "7122", "11188", "6670", "7646", "7286", "7443", "6402", "9992", "9488", "9120", "8183", "10279", "8778", "8332", "8480", "7652", "8981", "9100", "5244", "10864", "6875", "5963", "8608", "10028", "8479", "10362", "8700", "9387", "8819", "8590", "8600", "4075", "7977", "9562", "7654", "11379", "6500", "10035", "7756", "10821", "7849", "8818" ], "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", "8243", "8601", "10609", "10273", "10003", "7651", "7653", "7122", "11188" ] }
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": [ "9401", "7248", "9012", "10827", "11595", "5308", "3390", "5427", "9658", "7646", "7656", "10289", "2648", "3299", "9947", "7732", "8958", "187", "7114", "3087", "10399", "6655", "8534", "10873", "9981", "9779", "8289", "8395", "7351", "9347", "11417", "3358", "6029", "2319", "10145", "9431", "9122", "7652", "9176", "6071", "2241", "8882", "9481", "4521", "268", "5194", "8313", "1508", "1222", "5155" ], "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", "7248", "9012", "10827", "11595", "5308", "3390", "5427", "9658", "7646" ] }
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": [ "6801", "4065", "10674", "10958", "5090", "10393", "8274", "1150", "7847", "1799", "7930", "10867", "5273", "9133", "7026", "10632", "11052", "1952", "11396", "11165", "10405", "10477", "7651", "4897", "1943", "11347", "10362", "9745", "11275", "10629", "10319", "10162", "8958", "3834", "9857", "8818", "9634", "11215", "6993", "6500", "10205", "3299", "9919", "6311", "7107", "5024", "10609", "7441", "8895", "7121" ], "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", "4065", "10674", "10958", "5090", "10393", "8274", "1150", "7847", "1799" ] }
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": [ "1990", "926", "1077", "4424", "6206", "3529", "5145", "5941", "3990", "11244", "847", "7075", "10522", "2749", "9743", "11078", "1608", "2939", "8177", "9862", "572", "9015", "2648", "3390", "268", "2103", "6164", "6275", "1602", "1532", "590", "2673", "4866", "574", "14", "5418", "4589", "5031", "3801", "6873", "1243", "7741", "7355", "4231", "10587", "6267", "73", "4506", "3879", "6655" ], "interaction": [ { "item": "5306", "sentiment": "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", "926", "1077", "4424", "6206", "3529", "5145", "5941", "3990", "11244" ] }
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": [ "8485", "9195", "9196", "1741", "11290", "5173", "2648", "9194", "11037", "6573", "2924", "10442", "9612", "7178", "10910", "9383", "9211", "9021", "6820", "6922", "8690", "9212", "11307", "2165", "8316", "6906", "623", "7090", "3044", "7057", "8663", "2184", "4763", "7733", "2319", "3550", "2643", "6193", "8547", "4663", "8662", "10755", "5416", "4965", "7351", "9002", "3964", "10393", "2172", "10246" ], "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": "Positive" } ], "user_id": "35" }
{ "recommended": [ "8485", "9195", "9196", "1741", "11290", "5173", "2648", "9194", "11037", "6573" ] }
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", "11763", "11236", "11707", "11877", "11785", "11883", "11853", "11775", "11878", "11879", "11831", "11770", "11709", "11652", "11535", "11802", "11779", "11202", "11614", "11765", "11876", "2688", "11708", "11898", "11931", "11773", "11904", "11880", "11710", "11899", "11731", "11768", "11565", "11804", "11780", "11900", "11714", "11711", "11806", "11774", "11807", "11699", "11771", "11712", "11777", "11897", "11619", "11591", "8976" ], "interaction": [ { "item": "3878", "sentiment": "Neutral" }, { "item": "4653", "sentiment": "Strong Positive" }, { "item": "5511", "sentiment": "Strong Positive" }, { "item": "5967", "sentiment": "Strong Positive" }, { "item": "6116", "sentiment": "Strong Positive" }, { "item": "2270", "sentiment": "Neutral" }, { "item": "6003", "sentiment": "Neutral" }, { "item": "6434", "sentiment": "Neutral" }, { "item": "4483", "sentiment": "Strong Positive" }, { "item": "8559", "sentiment": "Neutral" }, { "item": "8730", "sentiment": "Strong Positive" }, { "item": "9456", "sentiment": "Strong Positive" }, { "item": "9460", "sentiment": "Strong Positive" }, { "item": "9592", "sentiment": "Neutral" }, { "item": "8644", "sentiment": "Neutral" }, { "item": "9884", "sentiment": "Neutral" }, { "item": "9251", "sentiment": "Strong Negative" }, { "item": "2619", "sentiment": "Strong Negative" }, { "item": "2620", "sentiment": "Neutral" }, { "item": "9253", "sentiment": "Neutral" }, { "item": "2617", "sentiment": "Neutral" }, { "item": "2618", "sentiment": "Neutral" }, { "item": "4439", "sentiment": "Neutral" }, { "item": "9250", "sentiment": "Strong Negative" }, { "item": "10670", "sentiment": "Neutral" }, { "item": "10698", "sentiment": "Strong Negative" }, { "item": "10702", "sentiment": "Neutral" }, { "item": "3714", "sentiment": "Strong Negative" }, { "item": "10571", "sentiment": "Strong Positive" }, { "item": "10808", "sentiment": "Strong Positive" }, { "item": "8300", "sentiment": "Neutral" }, { "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": "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", "11763", "11236", "11707", "11877", "11785", "11883", "11853", "11775", "11878" ] }
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": [ "4697", "3704", "10711", "10732", "8032", "10811", "9089", "10376", "9082", "8807", "10812", "10753", "8676", "10571", "10696", "10320", "10572", "5293", "11160", "10815", "10777", "11056", "8562", "10374", "9084", "3715", "8560", "11403", "6235", "10695", "10387", "10984", "10567", "10865", "10775", "11051", "10568", "11664", "10670", "6141", "6389", "11052", "10704", "11647", "8808", "9713", "9160", "10752", "10692", "8976" ], "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": [ "4697", "3704", "10711", "10732", "8032", "10811", "9089", "10376", "9082", "8807" ] }
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": [ "9784", "7136", "11760", "4016", "11878", "11770", "11055", "11803", "11732", "11879", "11898", "11700", "11701", "11714", "11779", "11519", "11230", "8978", "11341", "11373", "11850", "11775", "9088", "8976", "11374", "11771", "11647", "11216", "11220", "11396", "8292", "11811", "11734", "9978", "11806", "11805", "11762", "11853", "11764", "11807", "11774", "11804", "5781", "11160", "11658", "10442", "3856", "11912", "6311", "614" ], "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", "7136", "11760", "4016", "11878", "11770", "11055", "11803", "11732", "11879" ] }
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", "7532", "8600", "8633", "10034", "8824", "10247", "10609", "5098", "8280", "10100", "9369", "10445", "7651", "10163", "7130", "8715", "7336", "8636", "8635", "8615", "1214", "8643", "10632", "2442", "7977", "8150", "4858", "10244", "10123", "8601", "10131", "10148", "9767", "8183", "1880", "9992", "10003", "8518", "8125", "8136", "6660", "8743", "7854", "8651", "8362", "8435", "5528", "6402", "10750" ], "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", "7532", "8600", "8633", "10034", "8824", "10247", "10609", "5098", "8280" ] }
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", "8967", "10925", "10100", "8824", "10929", "9767", "8136", "9369", "10132", "8633", "7532", "9366", "8851", "9291", "9848", "10632", "7942", "8621", "9853", "8124", "8151", "9849", "9712", "10148", "9109", "10163", "8280", "8801", "8651", "10084", "10000", "9667", "9857", "9035", "10619", "8615", "9622", "10143", "5098", "8125", "10111", "5485", "8985", "10435", "9110", "10166", "11023", "3563", "9763" ], "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", "8967", "10925", "10100", "8824", "10929", "9767", "8136", "9369", "10132" ] }
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": [ "9387", "6865", "5355", "9778", "5173", "7791", "2078", "5152", "3467", "1353", "1366", "2165", "4286", "5987", "8712", "4288", "4723", "5137", "365", "7075", "5833", "4505", "1205", "3601", "6435", "1315", "2003", "4584", "2849", "6727", "11612", "6203", "6388", "1259", "9862", "3862", "2648", "3558", "1521", "2606", "5192", "96", "5062", "1950", "11085", "4915", "9191", "1476", "187", "10827" ], "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", "6865", "5355", "9778", "5173", "7791", "2078", "5152", "3467", "1353" ] }
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": [ "9688", "6402", "6786", "7652", "7651", "8491", "10309", "10279", "7653", "11188", "7854", "7646", "3903", "4617", "7443", "6413", "5194", "10254", "8479", "8614", "8608", "10609", "8498", "6784", "9579", "7307", "10273", "8480", "8243", "11319", "9120", "4735", "8478", "8492", "8802", "9962", "9530", "8496", "1539", "6670", "5523", "7286", "2003", "1522", "8497", "8482", "10042", "8585", "2987", "8476" ], "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", "6402", "6786", "7652", "7651", "8491", "10309", "10279", "7653", "11188" ] }
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", "8990", "7286", "9992", "8778", "7653", "7122", "5528", "10362", "7651", "7652", "8818", "8651", "10003", "7646", "7849", "10609", "9184", "9369", "9634", "7779", "7950", "7977", "7170", "9100", "5963", "10100", "8569", "6670", "10218", "9560", "11381", "8816", "10163", "5577", "10062", "10135", "9509", "9868", "5578", "6500", "9637", "5182", "8243", "7120", "9488", "6276", "10349", "5951", "7336" ], "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", "8990", "7286", "9992", "8778", "7653", "7122", "5528", "10362", "7651" ] }
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": [ "6461", "8228", "8824", "9712", "8227", "5098", "7532", "2037", "10111", "9369", "9109", "8633", "11023", "10163", "9767", "8507", "8136", "9366", "10882", "8621", "9035", "9291", "8124", "10929", "8329", "8968", "10925", "7942", "10100", "11294", "9756", "8280", "10595", "8851", "8801", "8969", "8615", "5578", "9909", "9119", "10597", "9853", "10132", "10135", "10328", "9110", "9702", "9667", "3315", "8651" ], "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", "8228", "8824", "9712", "8227", "5098", "7532", "2037", "10111", "9369" ] }
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": [ "10464", "6360", "6537", "1321", "4436", "6462", "2812", "6447", "10397", "1741", "8918", "6244", "268", "8662", "4987", "9231", "4387", "6762", "6486", "6242", "11304", "8209", "6231", "9287", "3181", "3201", "2757", "5117", "1894", "5581", "6175", "328", "3213", "9303", "6027", "4548", "3799", "10722", "6247", "11194", "4003", "333", "1377", "5516", "7409", "1109", "7722", "2987", "11638", "2648" ], "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": [ "10464", "6360", "6537", "1321", "4436", "6462", "2812", "6447", "10397", "1741" ] }
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", "6807", "1491", "6136", "5020", "3464", "2722", "5516", "2104", "4660", "3020", "5536", "4676", "5695", "4599", "2378", "1288", "3700", "5416", "2648", "2488", "4800", "6074", "3799", "3572", "4153", "7398", "4679", "2420", "6111", "4271", "11425", "3328", "209", "239", "2145", "4916", "6379", "331", "7454", "4651", "6727", "274", "1621", "4653", "5926", "3767", "593", "1152", "2076" ], "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", "6807", "1491", "6136", "5020", "3464", "2722", "5516", "2104", "4660" ] }
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", "12025", "12057", "12054", "12020", "11869", "11791", "12050", "12065", "12022", "11658", "12079", "11686", "11705", "11840", "11976", "12046", "11679", "11745", "11740", "11305", "11228", "11949", "11814", "12059", "12039", "11972", "11662", "11970", "7870", "12088", "11909", "12080", "11792", "12058", "11808", "12041", "12027", "10442", "11045", "11044", "11562", "11750", "11990", "11988", "11832", "11892", "11935", "11919", "1248" ], "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", "12025", "12057", "12054", "12020", "11869", "11791", "12050", "12065", "12022" ] }
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": [ "11600", "9767", "9109", "10929", "10119", "10019", "10132", "10802", "10927", "10100", "8136", "10328", "11274", "10714", "9366", "10170", "10171", "8507", "10657", "9291", "10329", "8985", "10009", "10216", "9841", "10521", "8801", "10211", "9845", "10941", "2037", "8853", "8633", "10156", "9640", "8043", "9514", "11249", "10196", "10931", "10644", "10519", "11215", "8899", "10925", "9849", "10111", "8968", "10143", "10750" ], "interaction": [ { "item": "4880", "sentiment": "Positive" }, { "item": "664", "sentiment": "Strong Positive" }, { "item": "727", "sentiment": "Neutral" }, { "item": "9763", "sentiment": "Neutral" }, { "item": "10163", "sentiment": "Neutral" }, { "item": "8824", "sentiment": "Neutral" }, { "item": "7532", "sentiment": "Strong Positive" }, { "item": "8124", "sentiment": "Neutral" }, { "item": "9369", "sentiment": "Strong Positive" }, { "item": "9620", "sentiment": "Strong Positive" }, { "item": "3496", "sentiment": "Strong Negative" }, { "item": "8851", "sentiment": "Strong Positive" }, { "item": "10106", "sentiment": "Strong Positive" }, { "item": "3426", "sentiment": "Strong Negative" }, { "item": "8099", "sentiment": "Positive" }, { "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", "9767", "9109", "10929", "10119", "10019", "10132", "10802", "10927", "10100" ] }
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": [ "1854", "6946", "4016", "11403", "9520", "9732", "8300", "10984", "7700", "3297", "11085", "6393", "11374", "745", "11373", "7467", "5974", "7102", "6851", "5613", "2873", "5344", "2606", "9474", "9105", "3015", "3398", "5275", "5293", "7673", "8565", "2278", "3847", "7350", "10012", "4713", "9513", "4285", "7082", "8289", "3848", "10789", "3921", "9951", "6311", "11352", "2984", "2747", "11450", "9012" ], "interaction": [ { "item": "917", "sentiment": "Strong Positive" }, { "item": "1492", "sentiment": "Strong Negative" }, { "item": "2045", "sentiment": "Strong Negative" }, { "item": "3081", "sentiment": "Strong Positive" }, { "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", "6946", "4016", "11403", "9520", "9732", "8300", "10984", "7700", "3297" ] }
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": [ "10428", "2423", "6407", "2017", "4311", "3571", "7821", "11259", "4829", "2215", "4865", "5762", "5776", "686", "2848", "553", "8244", "6454", "2092", "4234", "324", "3173", "6951", "3309", "1507", "5809", "6264", "1127", "620", "6218", "10204", "2973", "4497", "9148", "9991", "11222", "135", "5926", "1856", "3169", "7308", "209", "11194", "1510", "2922", "7778", "4654", "4410", "8747", "2253" ], "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", "2423", "6407", "2017", "4311", "3571", "7821", "11259", "4829", "2215" ] }
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": [ "8035", "4712", "7550", "3390", "7859", "7075", "9196", "7070", "2648", "268", "7351", "6727", "1885", "9470", "7801", "3734", "11024", "2987", "1162", "1079", "4367", "1783", "4282", "534", "2807", "8711", "2304", "6627", "7839", "2244", "3698", "1414", "3363", "8289", "8313", "209", "9217", "6402", "4672", "3591", "1675", "6435", "7318", "1222", "2293", "7232", "348", "2811", "8311", "2684" ], "interaction": [ { "item": "2577", "sentiment": "Strong Positive" }, { "item": "53", "sentiment": "Negative" }, { "item": "485", "sentiment": "Strong Positive" }, { "item": "1521", "sentiment": "Strong Positive" }, { "item": "4712", "sentiment": "Strong Positive" }, { "item": "8035", "sentiment": "Neutral" } ], "user_id": "51" }
{ "recommended": [ "8035", "4712", "7550", "3390", "7859", "7075", "9196", "7070", "2648", "268" ] }
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": [ "11060", "3663", "2643", "8547", "4774", "1179", "3261", "9211", "10365", "6192", "623", "2648", "11095", "8415", "469", "3442", "4705", "2028", "7852", "7541", "8740", "5959", "8703", "4230", "2944", "2215", "7838", "770", "86", "2174", "8662", "3947", "3298", "4214", "8289", "4409", "10965", "4663", "999", "11412", "7843", "2852", "5066", "2753", "4310", "10428", "6727", "2606", "9212", "1339" ], "interaction": [ { "item": "1734", "sentiment": "Strong Positive" }, { "item": "2933", "sentiment": "Strong Positive" }, { "item": "4180", "sentiment": "Strong Negative" }, { "item": "1492", "sentiment": "Neutral" }, { "item": "6142", "sentiment": "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": [ "11060", "3663", "2643", "8547", "4774", "1179", "3261", "9211", "10365", "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": [ "7218", "9568", "5787", "8625", "8766", "2509", "5516", "5066", "5930", "9958", "1613", "8760", "2827", "5929", "5791", "3742", "4541", "6454", "2824", "11450", "9567", "7033", "2648", "4594", "9888", "4718", "2989", "4435", "595", "7907", "5926", "6814", "8765", "2010", "592", "2683", "567", "7778", "5073", "6744", "5230", "6110", "2673", "4881", "4022", "2273", "8962", "594", "7127", "7389" ], "interaction": [ { "item": "772", "sentiment": "Strong Positive" }, { "item": "1930", "sentiment": "Strong Positive" }, { "item": "2639", "sentiment": "Positive" }, { "item": "3927", "sentiment": "Positive" }, { "item": "2501", "sentiment": "Strong Negative" }, { "item": "9568", "sentiment": "Negative" }, { "item": "7218", "sentiment": "Strong Negative" } ], "user_id": "53" }
{ "recommended": [ "7218", "9568", "5787", "8625", "8766", "2509", "5516", "5066", "5930", "9958" ] }
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": [ "8647", "8824", "9366", "7532", "10100", "8633", "9071", "11023", "10802", "8508", "9712", "9369", "6237", "8757", "8969", "10052", "10587", "10632", "8776", "9035", "9581", "8191", "8125", "10597", "8227", "10313", "8317", "10595", "10518", "10084", "8826", "8507", "10163", "10519", "9677", "2987", "8192", "8651", "10445", "8750", "10111", "9702", "9291", "10262", "9767", "9853", "9119", "5570", "9781", "9205" ], "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", "8824", "9366", "7532", "10100", "8633", "9071", "11023", "10802", "8508" ] }
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": [ "5188", "5107", "9230", "2648", "298", "3648", "9431", "3442", "11076", "9981", "5410", "10428", "11034", "8662", "3044", "6192", "5209", "7009", "6454", "1372", "7697", "7843", "6181", "6854", "2184", "11256", "7935", "8244", "696", "6042", "7044", "963", "10088", "4675", "8218", "623", "7134", "9451", "6492", "4951", "6573", "9211", "11307", "3495", "2301", "11327", "9255", "2922", "8289", "6702" ], "interaction": [ { "item": "4169", "sentiment": "Strong Positive" }, { "item": "3358", "sentiment": "Strong Positive" }, { "item": "6328", "sentiment": "Negative" }, { "item": "7419", "sentiment": "Neutral" }, { "item": "3421", "sentiment": "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", "5107", "9230", "2648", "298", "3648", "9431", "3442", "11076", "9981" ] }
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": [ "6946", "9448", "10426", "8071", "8864", "9602", "8859", "8922", "7615", "8898", "9426", "9360", "6614", "11102", "11100", "11308", "6464", "9071", "6472", "7908", "6478", "10415", "7616", "6809", "6615", "10420", "10606", "11312", "6771", "8919", "10202", "8020", "6482", "8508", "6485", "11310", "9974", "7617", "6483", "6488", "6450", "11309", "9975", "8432", "8936", "6470", "8914", "7609", "9615", "510" ], "interaction": [ { "item": "6484", "sentiment": "Strong Positive" }, { "item": "7317", "sentiment": "Strong Positive" }, { "item": "7614", "sentiment": "Strong Positive" }, { "item": "5533", "sentiment": "Positive" }, { "item": "2175", "sentiment": "Neutral" }, { "item": "6458", "sentiment": "Strong Positive" }, { "item": "7479", "sentiment": "Strong Positive" }, { "item": "3113", "sentiment": "Neutral" }, { "item": "8416", "sentiment": "Strong Positive" }, { "item": "7972", "sentiment": "Strong Positive" }, { "item": "9292", "sentiment": "Strong Positive" }, { "item": "8347", "sentiment": "Strong Positive" }, { "item": "4993", "sentiment": "Negative" }, { "item": "5858", "sentiment": "Strong Positive" }, { "item": "10055", "sentiment": "Strong Positive" }, { "item": "4505", "sentiment": "Strong Positive" }, { "item": "4665", "sentiment": "Strong Positive" }, { "item": "3463", "sentiment": "Strong Positive" }, { "item": "6523", "sentiment": "Strong Positive" }, { "item": "253", "sentiment": "Strong Positive" }, { "item": "555", "sentiment": "Strong Positive" }, { "item": "3018", "sentiment": "Strong Positive" }, { "item": "8737", "sentiment": "Strong Positive" }, { "item": "1544", "sentiment": "Negative" }, { "item": "2549", "sentiment": "Strong Positive" }, { "item": "10416", "sentiment": "Strong Positive" }, { "item": "8346", "sentiment": "Strong Positive" }, { "item": "4672", "sentiment": "Positive" }, { "item": "8738", "sentiment": "Strong Positive" }, { "item": "10731", "sentiment": "Strong Positive" }, { "item": "10827", "sentiment": "Strong Negative" }, { "item": "11248", "sentiment": "Strong Negative" }, { "item": "1468", "sentiment": "Strong Positive" }, { "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": "Positive" }, { "item": "6616", "sentiment": "Strong Positive" }, { "item": "7459", "sentiment": "Negative" }, { "item": "11923", "sentiment": "Strong Positive" }, { "item": "11894", "sentiment": "Neutral" }, { "item": "868", "sentiment": "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": [ "6946", "9448", "10426", "8071", "8864", "9602", "8859", "8922", "7615", "8898" ] }
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": [ "7512", "5293", "10571", "11396", "10670", "2914", "917", "7441", "5732", "10200", "10572", "8730", "1902", "4205", "8807", "11403", "10568", "10164", "10711", "7467", "10080", "4485", "9084", "168", "7341", "10732", "8808", "3715", "3701", "9883", "4016", "3398", "7567", "10811", "10696", "7769", "8560", "10752", "10984", "4043", "10702", "10599", "10374", "10692", "9089", "10320", "8562", "10107", "10480", "5837" ], "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", "5293", "10571", "11396", "10670", "2914", "917", "7441", "5732", "10200" ] }
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", "5197", "9071", "10153", "9205", "10400", "2372", "8631", "3019", "6410", "2987", "6472", "6809", "4421", "8830", "7532", "11304", "2000", "5936", "8648", "8872", "7488", "8824", "6465", "5589", "6249", "4637", "2391", "5666", "4209", "268", "9712", "381", "3276", "7009", "1109", "9262", "10632", "8936", "9303", "8244", "2812", "2285", "6454", "6233", "5309", "2373", "2422", "10435", "8662" ], "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", "5197", "9071", "10153", "9205", "10400", "2372", "8631", "3019", "6410" ] }
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": [ "2925", "3209", "6454", "7033", "5516", "3208", "5692", "8662", "2509", "2648", "454", "1613", "8830", "992", "5926", "6283", "1741", "623", "7002", "4505", "1912", "1660", "6264", "4973", "8211", "4993", "2922", "9347", "8395", "1605", "2231", "11194", "5930", "2360", "6906", "4955", "7824", "6372", "2377", "2273", "3313", "2643", "1856", "7044", "1100", "8024", "3969", "1349", "3742", "524" ], "interaction": [ { "item": "2722", "sentiment": "Strong Positive" }, { "item": "6208", "sentiment": "Strong Positive" }, { "item": "6700", "sentiment": "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", "6454", "7033", "5516", "3208", "5692", "8662", "2509", "2648" ] }
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": [ "4187", "1768", "7493", "2480", "8537", "7700", "9211", "362", "5033", "2643", "8289", "7213", "10365", "3794", "6606", "4863", "9943", "2319", "6388", "7717", "21", "6727", "2721", "3295", "1254", "4272", "331", "130", "9108", "9608", "39", "6750", "1883", "6519", "3015", "5150", "9150", "2426", "1854", "235", "1675", "2922", "6088", "2648", "1902", "2684", "1838", "7132", "60", "2513" ], "interaction": [ { "item": "5954", "sentiment": "Strong Positive" }, { "item": "2022", "sentiment": "Strong Positive" }, { "item": "4056", "sentiment": "Strong Positive" }, { "item": "7565", "sentiment": "Negative" }, { "item": "6869", "sentiment": "Strong Positive" }, { "item": "7001", "sentiment": "Strong Negative" }, { "item": "1768", "sentiment": "Strong Negative" }, { "item": "4187", "sentiment": "Neutral" } ], "user_id": "60" }
{ "recommended": [ "4187", "1768", "7493", "2480", "8537", "7700", "9211", "362", "5033", "2643" ] }
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": [ "6673", "6359", "2643", "7541", "7821", "7999", "6551", "5066", "2648", "9211", "11323", "5073", "7341", "6684", "592", "5695", "7765", "1929", "623", "4599", "3056", "5926", "3663", "9394", "2606", "2937", "273", "3313", "9787", "10270", "8998", "6942", "9676", "2215", "2377", "6015", "4435", "3914", "2642", "9395", "3474", "9200", "7456", "1254", "2426", "8254", "595", "600", "535", "9182" ], "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": "Negative" } ], "user_id": "61" }
{ "recommended": [ "6673", "6359", "2643", "7541", "7821", "7999", "6551", "5066", "2648", "9211" ] }
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": [ "8785", "8784", "5293", "5900", "59", "4827", "70", "52", "458", "7218", "3409", "184", "493", "2278", "6388", "6589", "7467", "1229", "7075", "8565", "7769", "2935", "7838", "553", "4411", "1555", "10233", "1902", "1912", "3798", "149", "181", "362", "706", "2958", "454", "6727", "745", "3681", "17", "11396", "96", "479", "7643", "5344", "5207", "98", "770", "1166", "312" ], "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": [ "8785", "8784", "5293", "5900", "59", "4827", "70", "52", "458", "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": [ "9035", "3066", "1510", "5955", "5279", "3824", "2241", "1772", "3562", "3036", "1509", "4550", "2092", "6775", "3373", "1484", "3877", "3681", "2084", "9948", "6176", "9521", "4311", "8956", "2243", "1688", "4026", "2228", "10366", "6498", "1935", "2375", "7200", "2301", "5013", "455", "5692", "2891", "10204", "5446", "3106", "3056", "2895", "2824", "3564", "4903", "1213", "5787", "6507", "3233" ], "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": [ "9035", "3066", "1510", "5955", "5279", "3824", "2241", "1772", "3562", "3036" ] }
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", "11785", "11775", "11763", "11770", "11803", "11773", "11236", "11883", "11903", "11898", "11764", "11774", "11699", "11779", "11878", "11768", "11767", "11877", "11710", "11831", "11879", "11709", "11776", "11708", "11714", "11707", "11783", "11652", "11880", "11876", "11760", "11804", "11806", "8979", "11782", "11904", "11778", "11715", "11818", "11900", "11805", "11902", "11777", "11515", "11796", "11202", "5931", "11762", "11882" ], "interaction": [ { "item": "3182", "sentiment": "Strong Positive" }, { "item": "3348", "sentiment": "Strong Negative" }, { "item": "5511", "sentiment": "Negative" }, { "item": "9584", "sentiment": "Strong Positive" }, { "item": "9587", "sentiment": "Strong Positive" }, { "item": "9595", "sentiment": "Strong Positive" }, { "item": "10698", "sentiment": "Strong Positive" }, { "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": "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", "11785", "11775", "11763", "11770", "11803", "11773", "11236", "11883", "11903" ] }
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": [ "10950", "9561", "7318", "8756", "10825", "9957", "6727", "10393", "10402", "1215", "9084", "7854", "11228", "9694", "6903", "9387", "5182", "4361", "6435", "5004", "11640", "2648", "10408", "5173", "10442", "11269", "411", "8569", "4075", "4185", "6717", "11874", "727", "7095", "9661", "9883", "9915", "10053", "7425", "5003", "7696", "10380", "331", "9005", "7651", "7653", "8313", "827", "11290", "7849" ], "interaction": [ { "item": "3549", "sentiment": "Strong Positive" }, { "item": "6433", "sentiment": "Strong Positive" }, { "item": "6434", "sentiment": "Strong Negative" }, { "item": "2472", "sentiment": "Negative" }, { "item": "323", "sentiment": "Positive" }, { "item": "9561", "sentiment": "Neutral" }, { "item": "10950", "sentiment": "Strong Positive" } ], "user_id": "65" }
{ "recommended": [ "10950", "9561", "7318", "8756", "10825", "9957", "6727", "10393", "10402", "1215" ] }
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", "7847", "11290", "7441", "11347", "10442", "11396", "7467", "9347", "11307", "7717", "11256", "11840", "3550", "11327", "5908", "9084", "1556", "7047", "7218", "9170", "8313", "11403", "1738", "8521", "8351", "8730", "1012", "9612", "5293", "700", "10744", "10870", "7203", "10088", "9089", "7341", "10393", "5500", "10319", "6573", "1797", "3856", "3681", "6452", "3940", "9218", "11651", "8664", "11972" ], "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", "7847", "11290", "7441", "11347", "10442", "11396", "7467", "9347", "11307" ] }
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": [ "3279", "10565", "10815", "10704", "9160", "10561", "10810", "11373", "10827", "11220", "10480", "9085", "7104", "11230", "10478", "10567", "8807", "10291", "11052", "9996", "9883", "10816", "11216", "8676", "10384", "11771", "10376", "10732", "10550", "11035", "10721", "9255", "9978", "11145", "10560", "10387", "10812", "5627", "5092", "8032", "9105", "10775", "10707", "8976", "10572", "11050", "10711", "11396", "10710", "10559" ], "interaction": [ { "item": "8538", "sentiment": "Strong Positive" }, { "item": "8954", "sentiment": "Strong Positive" }, { "item": "4996", "sentiment": "Strong Positive" }, { "item": "6210", "sentiment": "Positive" }, { "item": "7132", "sentiment": "Strong Negative" }, { "item": "10565", "sentiment": "Neutral" }, { "item": "3279", "sentiment": "Neutral" } ], "user_id": "67" }
{ "recommended": [ "3279", "10565", "10815", "10704", "9160", "10561", "10810", "11373", "10827", "11220" ] }
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": [ "9380", "8026", "8244", "11225", "3169", "2824", "9539", "7594", "1939", "9021", "9219", "8592", "7203", "2473", "11840", "7419", "6702", "9212", "9218", "10088", "6942", "11256", "3003", "2426", "9947", "1190", "10442", "6775", "298", "7847", "7047", "11076", "6210", "4185", "7418", "6372", "3948", "4675", "8646", "5692", "6454", "2784", "2852", "2772", "8662", "10400", "5890", "10153", "10399", "103" ], "interaction": [ { "item": "909", "sentiment": "Strong Positive" }, { "item": "1121", "sentiment": "Strong Positive" }, { "item": "3663", "sentiment": "Positive" }, { "item": "5243", "sentiment": "Neutral" }, { "item": "9084", "sentiment": "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", "8026", "8244", "11225", "3169", "2824", "9539", "7594", "1939", "9021" ] }
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": [ "1875", "4898", "4829", "2527", "3252", "3681", "2386", "9918", "588", "362", "583", "8581", "7643", "7847", "11307", "2293", "11256", "7236", "2722", "6906", "6922", "4592", "5416", "6599", "1390", "9675", "11305", "240", "3226", "5990", "4924", "11856", "2593", "239", "2532", "4810", "685", "8161", "10862", "3497", "7622", "6507", "6597", "3243", "9788", "6854", "1647", "6329", "3390", "9195" ], "interaction": [ { "item": "1521", "sentiment": "Strong Positive" }, { "item": "1522", "sentiment": "Neutral" }, { "item": "1827", "sentiment": "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", "4898", "4829", "2527", "3252", "3681", "2386", "9918", "588", "362" ] }
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": [ "9196", "8889", "5910", "6402", "7981", "9127", "1779", "2770", "6613", "6038", "6328", "4431", "268", "7646", "2987", "7524", "10609", "8065", "7653", "1521", "5989", "5399", "9156", "4996", "7122", "8249", "5194", "7651", "209", "3358", "8083", "4743", "3985", "7965", "8130", "6258", "8958", "1208", "6308", "3299", "9123", "2648", "3922", "3326", "4505", "5262", "6382", "5809", "423", "8036" ], "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", "8889", "5910", "6402", "7981", "9127", "1779", "2770", "6613", "6038" ] }
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": [ "10016", "4868", "7371", "6811", "1414", "4271", "7840", "6727", "7075", "6334", "5475", "8678", "7494", "238", "2884", "4282", "2704", "2924", "6435", "1854", "2648", "2114", "4285", "8970", "2420", "7258", "7", "2319", "3798", "2935", "8555", "3605", "5820", "5842", "8313", "3231", "1902", "8730", "191", "5143", "6849", "6260", "3053", "2168", "4676", "2189", "1644", "9585", "181", "4500" ], "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", "4868", "7371", "6811", "1414", "4271", "7840", "6727", "7075", "6334" ] }
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", "11664", "11931", "11884", "11898", "11879", "11878", "11804", "11850", "11714", "11900", "11770", "11614", "11805", "11785", "11902", "11880", "11883", "11901", "8978", "11363", "11536", "11807", "11236", "11796", "7022", "8976", "11781", "11903", "11802", "5781", "11768", "11619", "8977", "11729", "11699", "11806", "10442", "11384", "11882", "11825", "11707", "11603", "11803", "11759", "11779", "11652", "11797", "11647", "11731" ], "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": "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", "11664", "11931", "11884", "11898", "11879", "11878", "11804", "11850", "11714" ] }
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": [ "6743", "4978", "6110", "6542", "5929", "5787", "3177", "3742", "2234", "2648", "268", "2683", "4496", "8395", "5926", "273", "1613", "5516", "5943", "6258", "7934", "6071", "7764", "2824", "9721", "4396", "5930", "5792", "9021", "9722", "4578", "5662", "6668", "2722", "4829", "6127", "5050", "8100", "3351", "5523", "6609", "3076", "3455", "653", "617", "5105", "1111", "4970", "5803", "5074" ], "interaction": [ { "item": "1577", "sentiment": "Positive" }, { "item": "3780", "sentiment": "Strong Positive" }, { "item": "3167", "sentiment": "Neutral" }, { "item": "4441", "sentiment": "Negative" }, { "item": "6770", "sentiment": "Neutral" }, { "item": "8030", "sentiment": "Strong Negative" }, { "item": "4978", "sentiment": "Neutral" }, { "item": "6743", "sentiment": "Strong Positive" } ], "user_id": "73" }
{ "recommended": [ "6743", "4978", "6110", "6542", "5929", "5787", "3177", "3742", "2234", "2648" ] }
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": [ "9309", "4024", "4010", "696", "3075", "2633", "11452", "387", "2852", "4773", "1492", "10651", "3564", "3199", "7701", "8662", "3298", "377", "2244", "706", "718", "3778", "1772", "1730", "1053", "331", "592", "8299", "7982", "4778", "7028", "3442", "2441", "7075", "1537", "3730", "2029", "1646", "2028", "4767", "6908", "6727", "6442", "2745", "2648", "7643", "1509", "96", "839", "6906" ], "interaction": [ { "item": "3362", "sentiment": "Neutral" }, { "item": "8380", "sentiment": "Strong Positive" }, { "item": "3763", "sentiment": "Strong Positive" }, { "item": "4024", "sentiment": "Negative" }, { "item": "9309", "sentiment": "Strong Positive" } ], "user_id": "74" }
{ "recommended": [ "9309", "4024", "4010", "696", "3075", "2633", "11452", "387", "2852", "4773" ] }
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": [ "11767", "10506", "10695", "10697", "8676", "10706", "11049", "10698", "10670", "10571", "10696", "10811", "10701", "10703", "10200", "4567", "3714", "10570", "10569", "10844", "9251", "10692", "10669", "10732", "10374", "10705", "10538", "10691", "9086", "10567", "10702", "11760", "10694", "10700", "10566", "10808", "10559", "10572", "11647", "10568", "10699", "10775", "3704", "10376", "2618", "10690", "10752", "10373", "2662", "10984" ], "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", "10506", "10695", "10697", "8676", "10706", "11049", "10698", "10670", "10571" ] }
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", "11802", "11785", "11765", "11804", "11763", "11883", "8976", "11903", "11796", "11775", "11236", "11878", "11931", "11898", "11779", "11806", "11803", "11771", "11770", "8977", "11773", "11760", "11664", "11384", "11768", "11782", "11647", "11774", "11783", "5090", "5931", "11729", "11603", "10374", "11766", "11714", "11825", "11900", "10376", "11699", "11781", "11652", "11732", "11182", "11734", "11515", "11764", "11762", "11767" ], "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", "11802", "11785", "11765", "11804", "11763", "11883", "8976", "11903", "11796" ] }
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": [ "9728", "9477", "9476", "528", "6874", "1893", "4879", "1647", "6492", "8409", "10465", "8313", "2501", "2722", "6534", "5657", "10240", "2880", "7847", "9347", "135", "7412", "8958", "7660", "11222", "3005", "3964", "8030", "11256", "6573", "4367", "9612", "9329", "11347", "2646", "7225", "6727", "5584", "4380", "6866", "10393", "1934", "7075", "3051", "9675", "3420", "11228", "2244", "6364", "6029" ], "interaction": [ { "item": "163", "sentiment": "Positive" }, { "item": "248", "sentiment": "Strong Positive" }, { "item": "5007", "sentiment": "Positive" }, { "item": "9477", "sentiment": "Neutral" }, { "item": "9728", "sentiment": "Positive" } ], "user_id": "77" }
{ "recommended": [ "9728", "9477", "9476", "528", "6874", "1893", "4879", "1647", "6492", "8409" ] }
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": [ "5245", "4169", "7009", "4779", "1539", "6370", "8234", "447", "2648", "2568", "5416", "6652", "202", "5589", "6402", "8646", "2446", "6916", "4185", "6435", "5197", "214", "9084", "2473", "314", "5003", "1254", "9985", "7232", "4087", "7697", "6986", "10153", "553", "9741", "4230", "1715", "7774", "2493", "1403", "745", "3661", "2374", "7075", "2972", "3966", "6841", "4691", "10400", "1371" ], "interaction": [ { "item": "2884", "sentiment": "Strong Positive" }, { "item": "4993", "sentiment": "Strong Positive" }, { "item": "5677", "sentiment": "Strong Positive" }, { "item": "4169", "sentiment": "Negative" }, { "item": "5245", "sentiment": "Neutral" } ], "user_id": "78" }
{ "recommended": [ "5245", "4169", "7009", "4779", "1539", "6370", "8234", "447", "2648", "2568" ] }
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": [ "10512", "11375", "11188", "10003", "10629", "7198", "9488", "10062", "7646", "10056", "11379", "10362", "9530", "10864", "10217", "10821", "8635", "10163", "10273", "5437", "1880", "9597", "11572", "9992", "9366", "8778", "9915", "10442", "7580", "8651", "10248", "7849", "10793", "7651", "8014", "7977", "8440", "8958", "11640", "10207", "6435", "7129", "6008", "7654", "9767", "12038", "10632", "8326", "11632", "8643" ], "interaction": [ { "item": "8820", "sentiment": "Strong Positive" }, { "item": "1593", "sentiment": "Strong Positive" }, { "item": "8092", "sentiment": "Strong Positive" }, { "item": "1521", "sentiment": "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", "11375", "11188", "10003", "10629", "7198", "9488", "10062", "7646", "10056" ] }
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": [ "3691", "8958", "9450", "8779", "4910", "10273", "10163", "2003", "9761", "5192", "8651", "10609", "11381", "11156", "5528", "6231", "9915", "2522", "8643", "7424", "9197", "7052", "2374", "8778", "7532", "9957", "10861", "10489", "1773", "8565", "5588", "10003", "7122", "6435", "1521", "2316", "10632", "7117", "10364", "3551", "7849", "6841", "9427", "4282", "3903", "7580", "10062", "1352", "2442", "2098" ], "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": "Negative" }, { "item": "4910", "sentiment": "Strong Positive" }, { "item": "3691", "sentiment": "Neutral" } ], "user_id": "80" }
{ "recommended": [ "3691", "8958", "9450", "8779", "4910", "10273", "10163", "2003", "9761", "5192" ] }
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": [ "8313", "3252", "4773", "7996", "7075", "1165", "742", "6906", "6727", "999", "5404", "331", "4409", "3390", "2244", "2648", "2028", "2420", "429", "3248", "6", "444", "2799", "2807", "4052", "3442", "4768", "3912", "2722", "7295", "4039", "4663", "7838", "3075", "6922", "7847", "1856", "9208", "3965", "681", "4011", "1652", "5475", "9211", "4984", "6707", "2184", "5569", "3349", "11339" ], "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", "3252", "4773", "7996", "7075", "1165", "742", "6906", "6727", "999" ] }
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": [ "10740", "9035", "8621", "11023", "8228", "9756", "10111", "9712", "8633", "9702", "9909", "3315", "10100", "11294", "10794", "7777", "8824", "7532", "10632", "4988", "11249", "10163", "8615", "10144", "9043", "2038", "10714", "11022", "10882", "10595", "8125", "8507", "10857", "9291", "8136", "10453", "9369", "10148", "9109", "9767", "10579", "11418", "11644", "8985", "9490", "10953", "8221", "10929", "10132", "4817" ], "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", "9035", "8621", "11023", "8228", "9756", "10111", "9712", "8633", "9702" ] }
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": [ "10442", "7660", "8130", "8313", "6602", "9347", "9451", "10400", "4705", "5784", "2125", "9917", "5468", "269", "231", "7646", "8629", "9207", "6182", "5918", "3420", "4799", "7454", "7852", "4663", "6334", "4067", "6029", "11386", "5498", "11222", "3222", "11788", "3350", "7732", "11642", "6122", "10824", "11690", "1208", "11695", "1741", "1939", "6071", "4774", "9311", "5762", "7651", "9219", "6727" ], "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", "7660", "8130", "8313", "6602", "9347", "9451", "10400", "4705", "5784" ] }
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": [ "6733", "11395", "11928", "11983", "11425", "11602", "11690", "12031", "11990", "11743", "11665", "11881", "11982", "11736", "11964", "11604", "12000", "11996", "12015", "10800", "11994", "12060", "11958", "12009", "11998", "11422", "12032", "12029", "11739", "10442", "11689", "11936", "11957", "11789", "12047", "11688", "11889", "11691", "11963", "12030", "11260", "12071", "11819", "12051", "12012", "12013", "11873", "12002", "11253", "11962" ], "interaction": [ { "item": "837", "sentiment": "Neutral" }, { "item": "2573", "sentiment": "Strong Positive" }, { "item": "6765", "sentiment": "Strong Positive" }, { "item": "818", "sentiment": "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": "Positive" }, { "item": "11928", "sentiment": "Strong Negative" }, { "item": "6733", "sentiment": "Strong Negative" } ], "user_id": "84" }
{ "recommended": [ "6733", "11395", "11928", "11983", "11425", "11602", "11690", "12031", "11990", "11743" ] }
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": [ "11712", "11709", "11898", "11536", "11902", "11711", "11535", "11945", "11807", "11879", "11853", "11564", "11202", "11764", "12004", "11765", "11903", "11880", "11877", "11805", "11830", "11950", "11884", "11707", "11714", "11904", "11771", "11341", "11858", "11901", "11878", "11614", "10379", "11773", "11623", "11900", "11619", "11831", "11731", "11748", "11785", "11710", "11622", "11931", "11236", "11363", "11897", "11876", "11201", "11699" ], "interaction": [ { "item": "1354", "sentiment": "Strong Positive" }, { "item": "2811", "sentiment": "Neutral" }, { "item": "71", "sentiment": "Strong Positive" }, { "item": "1262", "sentiment": "Negative" }, { "item": "2558", "sentiment": "Strong Positive" }, { "item": "1352", "sentiment": "Strong Positive" }, { "item": "10382", "sentiment": "Strong Positive" }, { "item": "10753", "sentiment": "Strong Positive" }, { "item": "11216", "sentiment": "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", "11709", "11898", "11536", "11902", "11711", "11535", "11945", "11807", "11879" ] }
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": [ "11385", "849", "8019", "2720", "9217", "454", "6841", "2426", "2624", "5427", "6906", "6454", "4409", "6161", "6182", "6903", "8533", "4888", "8086", "7651", "5917", "2648", "6670", "2643", "4691", "1562", "1053", "8998", "2922", "4465", "8092", "6848", "9208", "3208", "2433", "3924", "2135", "8517", "8576", "6312", "404", "771", "39", "7295", "766", "7122", "10365", "5192", "5799", "5416" ], "interaction": [ { "item": "899", "sentiment": "Strong Negative" }, { "item": "4418", "sentiment": "Strong Positive" }, { "item": "3945", "sentiment": "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": [ "11385", "849", "8019", "2720", "9217", "454", "6841", "2426", "2624", "5427" ] }
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": [ "3743", "6768", "7095", "7286", "6727", "5173", "8313", "5003", "3001", "2684", "9255", "7416", "963", "10287", "9084", "7341", "9123", "6613", "2648", "7419", "10153", "7122", "9561", "7121", "7000", "8289", "4043", "3985", "96", "149", "7891", "5522", "8583", "7295", "2987", "8929", "3358", "7044", "10755", "11579", "10839", "1902", "5409", "2606", "6325", "7009", "8512", "6997", "7913", "55" ], "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", "6768", "7095", "7286", "6727", "5173", "8313", "5003", "3001", "2684" ] }
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", "9404", "362", "7580", "8233", "8744", "8824", "3964", "7532", "10492", "10163", "7217", "8737", "2162", "625", "5578", "2998", "4387", "10393", "2949", "6472", "7736", "6225", "6312", "7178", "8872", "10877", "9205", "8615", "9992", "7849", "7860", "9226", "1795", "8969", "8227", "4073", "5561", "9920", "11471", "5192", "5098", "10139", "1607", "5379", "8061", "11305", "2987", "1644", "6042" ], "interaction": [ { "item": "9847", "sentiment": "Strong Positive" }, { "item": "10797", "sentiment": "Positive" }, { "item": "7477", "sentiment": "Strong Positive" }, { "item": "9404", "sentiment": "Strong Positive" }, { "item": "9767", "sentiment": "Strong Positive" } ], "user_id": "88" }
{ "recommended": [ "9767", "9404", "362", "7580", "8233", "8744", "8824", "3964", "7532", "10492" ] }
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": [ "4654", "3758", "6092", "2648", "8663", "1741", "6510", "291", "312", "4500", "770", "2215", "4599", "2457", "2606", "8536", "5066", "3836", "3952", "7830", "314", "2673", "4388", "1344", "5762", "2074", "3861", "8662", "3071", "4230", "6105", "7081", "5885", "5982", "2747", "2241", "8054", "3768", "3550", "2791", "2278", "6942", "9201", "4827", "3914", "268", "9211", "5695", "1381", "7179" ], "interaction": [ { "item": "721", "sentiment": "Neutral" }, { "item": "4032", "sentiment": "Strong Positive" }, { "item": "2377", "sentiment": "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", "3758", "6092", "2648", "8663", "1741", "6510", "291", "312", "4500" ] }
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", "8486", "8478", "7646", "8608", "8476", "8481", "8492", "8482", "8491", "8480", "8612", "7654", "7653", "6784", "7651", "8479", "8498", "8502", "6786", "11149", "11319", "7652", "8579", "9995", "8497", "8243", "10043", "7648", "10609", "10972", "5963", "11939", "7649", "8477", "10309", "7650", "7443", "8569", "11874", "9962", "7122", "6029", "7756", "8495", "10042", "7894", "9562", "8494", "8103" ], "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", "8486", "8478", "7646", "8608", "8476", "8481", "8492", "8482", "8491" ] }
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": [ "9921", "2983", "7656", "5416", "1664", "1315", "7717", "6606", "404", "4505", "9150", "5797", "6906", "2987", "2425", "1467", "3044", "268", "3208", "3530", "1196", "2110", "4584", "9287", "4803", "5095", "7009", "1521", "5223", "4387", "7701", "4519", "2684", "7070", "306", "3390", "1372", "7306", "6192", "216", "5106", "2648", "2262", "7444", "267", "8711", "6486", "11007", "6402", "2722" ], "interaction": [ { "item": "227", "sentiment": "Strong Positive" }, { "item": "4985", "sentiment": "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": [ "9921", "2983", "7656", "5416", "1664", "1315", "7717", "6606", "404", "4505" ] }
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": [ "11784", "7172", "4930", "2071", "5343", "6161", "9158", "2186", "2788", "3526", "4933", "4929", "1441", "4037", "5774", "6435", "2719", "4931", "1904", "5939", "8326", "5631", "6927", "575", "722", "4465", "2446", "7849", "408", "5181", "8090", "4526", "5523", "9281", "1522", "7651", "916", "8511", "7981", "1245", "7861", "1414", "2744", "2648", "6727", "1072", "6841", "3183", "4618", "3107" ], "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": [ "11784", "7172", "4930", "2071", "5343", "6161", "9158", "2186", "2788", "3526" ] }
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": [ "6138", "429", "2319", "130", "4588", "4039", "3853", "1952", "4663", "149", "331", "2648", "2647", "6727", "4042", "7213", "4043", "3252", "1904", "2606", "3539", "4185", "6547", "1030", "348", "8289", "1902", "727", "1856", "2374", "4256", "2663", "2770", "5293", "4767", "1213", "2915", "181", "917", "9919", "209", "4665", "7075", "9959", "9461", "1056", "1815", "10287", "202", "2028" ], "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", "429", "2319", "130", "4588", "4039", "3853", "1952", "4663", "149" ] }
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": [ "8300", "159", "6840", "6727", "8538", "331", "2648", "9255", "2684", "4560", "1474", "5905", "1943", "2319", "9778", "8583", "4573", "149", "6726", "4114", "7838", "10839", "6029", "7095", "511", "6874", "6851", "727", "2526", "3541", "9084", "5141", "7805", "2915", "5522", "7295", "6997", "3435", "1854", "448", "5406", "2524", "7651", "5344", "3003", "9108", "8569", "9883", "268", "7817" ], "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", "159", "6840", "6727", "8538", "331", "2648", "9255", "2684", "4560" ] }
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": [ "7689", "1912", "9060", "1349", "10240", "6294", "1205", "4411", "7200", "592", "8517", "2648", "1797", "312", "4995", "1222", "2911", "331", "4599", "5538", "648", "5173", "1100", "1767", "770", "5068", "623", "2987", "553", "3550", "130", "404", "1647", "1519", "3313", "454", "6042", "2165", "2640", "4763", "241", "1934", "2319", "52", "945", "7075", "4663", "4666", "921", "534" ], "interaction": [ { "item": "1585", "sentiment": "Strong Positive" }, { "item": "2200", "sentiment": "Strong Positive" }, { "item": "2076", "sentiment": "Neutral" }, { "item": "1912", "sentiment": "Negative" }, { "item": "7689", "sentiment": "Strong Positive" } ], "user_id": "95" }
{ "recommended": [ "7689", "1912", "9060", "1349", "10240", "6294", "1205", "4411", "7200", "592" ] }
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": [ "5881", "6613", "7341", "5207", "5293", "9943", "2915", "1229", "6851", "7467", "6036", "1902", "9105", "11403", "6727", "11035", "8971", "130", "2568", "7812", "6997", "6850", "5150", "9498", "2278", "8538", "6519", "9255", "11579", "1789", "9883", "5146", "7218", "2987", "268", "1501", "11003", "9055", "331", "1797", "3300", "1474", "8299", "7333", "8289", "4090", "319", "8083", "209", "9474" ], "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": [ "5881", "6613", "7341", "5207", "5293", "9943", "2915", "1229", "6851", "7467" ] }
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": [ "10696", "10573", "10571", "10691", "10697", "5090", "10374", "10695", "11049", "10569", "10811", "10703", "10693", "10670", "10699", "10692", "3714", "10705", "10732", "10844", "8676", "10700", "10669", "10896", "10706", "10376", "6641", "10897", "10164", "9251", "9086", "10808", "10572", "10752", "10698", "10567", "11050", "10373", "10702", "10506", "10707", "4567", "10690", "11647", "8976", "10538", "10984", "10710", "10753", "1135" ], "interaction": [ { "item": "4271", "sentiment": "Strong Positive" }, { "item": "6435", "sentiment": "Strong Negative" }, { "item": "10570", "sentiment": "Positive" }, { "item": "5783", "sentiment": "Neutral" }, { "item": "10573", "sentiment": "Strong Positive" }, { "item": "10696", "sentiment": "Strong Positive" } ], "user_id": "97" }
{ "recommended": [ "10696", "10573", "10571", "10691", "10697", "5090", "10374", "10695", "11049", "10569" ] }
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": [ "1213", "3832", "6179", "2426", "7683", "7627", "8661", "2813", "2646", "2812", "4008", "8244", "7240", "7419", "6910", "1413", "2377", "9021", "3358", "2501", "5310", "9481", "10407", "5600", "8969", "9947", "353", "5848", "3961", "8657", "6573", "2761", "1208", "6037", "5107", "6363", "4387", "4453", "1372", "5113", "2648", "5955", "5762", "2922", "7594", "11305", "5682", "1741", "3218", "7774" ], "interaction": [ { "item": "6906", "sentiment": "Neutral" }, { "item": "3195", "sentiment": "Strong Positive" }, { "item": "2028", "sentiment": "Neutral" }, { "item": "3596", "sentiment": "Negative" }, { "item": "3832", "sentiment": "Neutral" }, { "item": "1213", "sentiment": "Neutral" } ], "user_id": "98" }
{ "recommended": [ "1213", "3832", "6179", "2426", "7683", "7627", "8661", "2813", "2646", "2812" ] }
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": [ "10384", "4748", "3896", "8818", "9917", "9211", "7854", "10273", "6727", "5181", "6192", "8536", "6182", "39", "2648", "6973", "5965", "8569", "6753", "5053", "8256", "8990", "8472", "1500", "4647", "8491", "6903", "7571", "2472", "2767", "4735", "7652", "7697", "7286", "7122", "352", "7651", "6435", "5004", "9055", "8243", "3924", "7075", "331", "8313", "7295", "4758", "5809", "8667", "5141" ], "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", "4748", "3896", "8818", "9917", "9211", "7854", "10273", "6727", "5181" ] }
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": [ "11922", "11312", "9602", "11308", "8898", "6809", "10606", "10416", "11310", "7617", "11100", "11309", "9448", "6485", "8737", "6472", "8911", "10433", "6478", "7484", "9482", "8020", "8348", "8915", "10427", "6486", "6458", "8859", "11091", "6465", "9974", "7636", "10202", "6482", "9615", "6614", "6487", "6808", "7615", "8919", "8923", "11473", "7616", "10592", "8131", "8917", "7317", "6616", "6488", "7609" ], "interaction": [ { "item": "9360", "sentiment": "Strong Positive" }, { "item": "11102", "sentiment": "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": [ "11922", "11312", "9602", "11308", "8898", "6809", "10606", "10416", "11310", "7617" ] }
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