Metadata based combined approach for effective collaborative recommendation
- Authors
- Kim, Kyung Soo; Lee, Jun Yeop; Choi, Yong Suk
- Issue Date
- Oct-2014
- Publisher
- Association for Computing Machinery, Inc
- Keywords
- Collaborative recommendation; Content metadatam combined approach
- Citation
- Proceedings of the 2014 Research in Adaptive and Convergent Systems, RACS 2014, pp.72 - 76
- Indexed
- SCOPUS
- Journal Title
- Proceedings of the 2014 Research in Adaptive and Convergent Systems, RACS 2014
- Start Page
- 72
- End Page
- 76
- URI
- https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/158948
- DOI
- 10.1145/2663761.2664189
- ISSN
- 0000-0000
- Abstract
- 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.
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