教師資料查詢 | 類別: 會議論文 | 教師: 施國琛 TIMOTHY K. SHIH (瀏覽個人網頁)

標題:A Recommendation System over Internet Based on User Classification
學年
學期
發表日期2001/09/26
作品名稱A Recommendation System over Internet Based on User Classification
作品名稱(其他語言)
著者Shih, Timothy K.; Chiu, Chuan-Feng; Hsu, Hui-Huang; Ma, Jianhua; Yang, Che-Yu
作品所屬單位淡江大學資訊工程學系
出版者
會議名稱第七屆國際分散式多媒體系統會議=The Seventh International Conference on Distributed Multimedia Systems
會議地點臺北縣, 臺灣
摘要Internet has become a popular medium for information exchange anddelivery knowledge. Many people get the useful information what theywanted from the Internet and network. Several traditional socialactivities have changed to work in the Internet, like distancelearning and tele-medical system. Traditional buying and sellingactivities also follow the trend. Almost all things will be sold inthe Internet, user will buy the product from the Internet too. Howeverwith the advent of the World Wide Web, online merchant must know whatusers wanted or interests and let user buying something in their site.So recommendation process became an important strategy for themerchants. In this paper we analysis users' behavior and theirinteresting, and then we recommend something to these users. Theanalysis mechanism is based on the correlations among customer,product items, and product features. In this paper we propose analgorithm to classify users into groups and recommend product itemsbased on these classified groups. And the system will help merchantsto make suitable business decision and make personal information tocustomers.
關鍵字電子商務;推薦系統;網際網路;全球資訊網;使用者分類;Electronic Commerce;Recommendation System;Internet;World Wide Web;User Classification
語言英文
收錄於
會議性質國際
校內研討會地點淡水校園
研討會時間20010926~20010928
通訊作者
國別TWV
公開徵稿Y
出版型式紙本
出處Proceedings of the Seventh International Conference on Distributed Multimedia Systems (DMS 2001),頁297-304
相關連結
SDGs
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