6533b85dfe1ef96bd12bdb45
RESEARCH PRODUCT
Découverte et analyse des communautés implicites par une approche sémantique en ligne : l'outil WebTribe
Damien Leprovostsubject
Social networkWeb 2.0[SHS.SOCIO]Humanities and Social Sciences/Sociology[SHS.SOCIO] Humanities and Social Sciences/SociologyOntologyCommunitiesRéseaux sociauxOntologie[ SHS.SOCIO ] Humanities and Social Sciences/SociologyCollaboratifSemantic analysisSystème de communicationCommunautésCommunication systemCollaborativeAnalyse sémantiquedescription
With the rise of Web 2.0 and collaborative technologies that are attached to,the Web has now become a broad platform of exchanges between users. The majorityof websites is now dedicated to social interactions of their users, or offerstools to develop these interactions. Our work focuses on the understanding of theseexchanges, as well as emerging community structures arising, through a semanticapproach. To meet the needs of web analysts, we analyze these community structuresto identify their essential characteristics as their thematic centers and centralcontributors. Our semantic analysis is mainly based on reference light ontologiesto define several new metrics such as the temporal semantic centrality and thesemantic propagation probability. We employ an online approach to monitor useractivity in real time in our community analysis tool WebTribe. We have implementedand tested our methods on real data from social communication systemson the Web
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2012-11-30 |