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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
Conference title
2010 Seventh International Conference on Information Technology new Generations (ITNG)
Conference date
2010-04
Conference city
Las Vegas
Conference country
États-Unis
Book title
2010 Seventh International Conference on Information Technology new generations (ITNG)- proceedings
Publisher
IEEE
ISBN
978-0-7695-3984-3
Pages
1253-1254
Publication identifier
Metadata
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Author(s)
Abrouk, Lylia
Gross-Amblard, David
Cullot, Nadine
Thion-Goasdoué, Virginie
Abstract (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.
Subjects / Keywords
Clustering; Data sharing; Information networks; User distance; Web community