Collaborative web agent based on friend network

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초록

Most existing web search looks do not utilize previous search experiences of others to improve performance for the current use): In. this article, we present a collaborative web agent designed to enable across-user collaboration in web search and recommendation. We use our distributed collaborative fillering (CF) algorithm based on a P2P overlay network, of autonomous agents. Experiments show that OUT proposed scheme is more scalable than traditional centralized CF filtering systems and alleviates the sparsity problem in distributed CF.

키워드

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제목
Collaborative web agent based on friend network
저자
Kim, Byeong Man; Li, Qinq; Howe, Adele E.; Chen, Yuanzhu Peter
DOI
10.1080/08839510801972835
발행일
2008-04
유형
Article
저널명
Applied Artificial Intelligence
권
22
호
4
페이지
331 ~ 351