| 標題：A personalized recommender system for the cosmetic business |
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| 學年 | 92 |
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| 學期 | 2 |
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| 出版（發表）日期 | 2004/04/01 |
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| 作品名稱 | A personalized recommender system for the cosmetic business |
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| 作品名稱（其他語言） | |
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| 著者 | Wang, Yi-fan; Chuang, Yu-liang; Hsu; Mei-hua; 葛煥昭; Keh, Huan-chao |
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| 單位 | 淡江大學資訊工程學系 |
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| 出版者 | Elsevier |
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| 著錄名稱、卷期、頁數 | Expert Systems with Applications 26(3), pp.427-434 |
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| 摘要 | In 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. |
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| 關鍵字 | Data mining;Association rules;Clustering;Recommender system |
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| 語言 | 英文 |
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| ISSN | 0957-4174 |
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| 期刊性質 | 國外 |
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| 收錄於 | |
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| 產學合作 | |
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| 通訊作者 | |
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| 審稿制度 | 否 |
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| 國別 | 英國 |
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| 公開徵稿 | |
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| 出版型式 | ,紙本 |
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| 相關連結 | |
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| SDGs | |
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