Please use this identifier to cite or link to this item: http://hdl.handle.net/1959.14/156335
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Peer-based relay scheme of collaborative filtering for research literature
OTM Confederated International Conferences (17 - 21 October 2011 : Crete, Greece)
Meersman, Robert et al.. On the move to meaningful internet systems: OTM 2011 : confederated international conferences : CoopIS, DOA-SVI and ODBASE 2011, Hersonissos, Crete, Greece, October 17-21, 2011 : proceedings, p.321-328
Much work has been done in both industry and academia on filtering for research literature, however most existing studies have their limitations in coping with the inherent characteristics of research literature search, i.e., most articles attract very few readers among all the researchers, and the recommendations are often circulated through members of particular communities. In this paper we propose a peer-based relay scheme of collaborative filtering for, but not limited to research literature. In the scheme, a recommendation request is relayed through a social structure dynamically formed by co-peers with common interests, and the recommendation results are adjusted and propagated by the co-peers. A hybrid filtering approach is deployed in the scheme.