Peer-based relay scheme of collaborative filtering for research literature

Youliang Zhong*, Weiliang Zhao, Jian Yang, Lai Xu

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

1 Citation (Scopus)

Abstract

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.

Original languageEnglish
Title of host publicationOn the Move to Meaningful Internet Systems, OTM 2011 - Confederated International Conferences: CoopIS, DOA-SVI, and ODBASE 2011, Proceedings, Part 1
EditorsRobert Meersman
Place of PublicationHeidelberg
PublisherSpringer, Springer Nature
Pages321-328
Number of pages8
Volume7044
ISBN (Print)9783642251085
DOIs
Publication statusPublished - 2011
Event10th Confederated International Conferences on On the Move to Meaningful Internet Systems, OTM 2011: CoopIS, DOA-SVI, and ODBASE 2011 - Hersonissos, Crete, Greece
Duration: 17 Oct 201121 Oct 2011

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NumberPART 1
Volume7044 LNCS
ISSN (Print)03029743
ISSN (Electronic)16113349

Other

Other10th Confederated International Conferences on On the Move to Meaningful Internet Systems, OTM 2011: CoopIS, DOA-SVI, and ODBASE 2011
CountryGreece
CityHersonissos, Crete
Period17/10/1121/10/11

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