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Tagging Resources, Tagging Communities

Abrouk, Lylia; Gross-Amblard, David; Cullot, Nadine; Thion-Goasdoué, Virginie (2010), Tagging Resources, Tagging Communities, 2010 Seventh International Conference on Information Technology new generations (ITNG)- proceedings, IEEE, p. 1253-1254. http://dx.doi.org/10.1109/ITNG.2010.206

Type
Communication / Conférence
Date
2010
Titre du colloque
2010 Seventh International Conference on Information Technology new Generations (ITNG)
Date du colloque
2010-04
Ville du colloque
Las Vegas
Pays du colloque
États-Unis
Titre de l'ouvrage
2010 Seventh International Conference on Information Technology new generations (ITNG)- proceedings
Éditeur
IEEE
Isbn
978-0-7695-3984-3
Pages
1253-1254
Identifiant publication
Métadonnées
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Auteur(s)
Abrouk, Lylia
Gross-Amblard, David
Cullot, Nadine
Thion-Goasdoué, Virginie
Résumé (EN)
Most of the existing social network systems require from their users an explicit statement of their friendship relations. In this paper we focus on implicit communities of Web users and present an approach to automatically detect such communities based on user's resource manipulations. This approach is dynamic as user groups appear and evolve along with users interests over time. Moreover, new resources are dynamically labeled according to who is manipulating them. Our proposal relies on the fuzzy K-mean clustering method and is assessed on large movie data sets.
Mots-clés
Clustering; Data sharing; Information networks; User distance; Web community