關鍵字查詢 | 類別:期刊論文 | | 關鍵字:A personalized recommender system for the cosmetic business

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序號 學年期 教師動態
1 92/2 資訊系 葛煥昭 教授 期刊論文 發佈 A personalized recommender system for the cosmetic business , [92-2] :A personalized recommender system for the cosmetic business期刊論文A personalized recommender system for the cosmetic businessWang, Yi-fan; Chuang, Yu-liang; Hsu; Mei-hua; 葛煥昭; Keh, Huan-chao淡江大學資訊工程學系Data mining;Association rules;Clustering;Recommender systemElsevierExpert Systems with Applications 26(3), pp.427-434In order to have an effective command of the relationship between customers and products, we have constructed a personalized recommender system which incorporates content-based, collaborative filtering, and data mining techniques. We have also introduced a new scoring approach to determine customers' interest scores on products. To demonstrate how our system works, we used it to analyze real cosmetic data and generate a recommender score table for sellers to refer to. After tracking its performance for 1 year, we have obtained quite impressive results.tku_id: 000087173;Made available in DSpace on 2010-03-26T11:27:08Z (GMT). No. of bitstreams: 1 : 118 bytes, checksum: 1cd0
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