Metadata based combined approach for effective collaborative recommendation

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초록

In this paper, we propose content-metadata based combined approach to effective collaborative recommendation. Our approach combines user-item rating scores and/or trust network information with content-metadata compensatively for boosting collaborative recommendation. In experiment, we identified that our approach could considerably improve recommendation performance when compared to existing collaborative recommendation methods.

키워드

Collaborative recommendationContent metadatam combined approachCollaborative recommendationContent metadatam combined approachRecommendation performanceTrust networksMetadata
제목
Metadata based combined approach for effective collaborative recommendation
저자
Kim, Kyung SooLee, Jun YeopChoi, Yong Suk
DOI
10.1145/2663761.2664189
발행일
2014-10
유형
Conference Paper
저널명
Proceedings of the 2014 Research in Adaptive and Convergent Systems, RACS 2014
페이지
72 ~ 76