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Conference Papers Year : 2010

Linking Collaborative Filtering and Social Networks: Who are my Mentors?

Abstract

This paper proposes a new approach of mentor selection in memory-based collaborative filtering when no rating is available. Users are represented under the form of a social network. The selection of mentors is performed through the use of a community detection algorithm used in the frame of social networks. It allows to recommend items to a given user, by applying democratic voting rules within his community.
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Dates and versions

inria-00523491 , version 1 (05-10-2010)

Identifiers

  • HAL Id : inria-00523491 , version 1

Cite

Armelle Brun, Anne Boyer. Linking Collaborative Filtering and Social Networks: Who are my Mentors?. The 2010 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2010), Aug 2010, Odense, Denmark. ⟨inria-00523491⟩
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