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

Armelle Brun 1, * Anne Boyer 1
* Auteur correspondant
1 KIWI - Knowledge Information and Web Intelligence
LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
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.
Type de document :
Communication dans un congrès
The 2010 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2010), Aug 2010, Odense, Denmark. 2010
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https://hal.inria.fr/inria-00523491
Contributeur : Armelle Brun <>
Soumis le : mardi 5 octobre 2010 - 14:11:50
Dernière modification le : mardi 24 avril 2018 - 13:34:09

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  • HAL Id : inria-00523491, version 1

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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. 2010. 〈inria-00523491〉

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