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Towards Contextualizing Community Detection in Dynamic Social Networks

Rebhi, Wala and Ben Yahia, Nesrine and Bellamine Ben Saoud, Narjès and Hanachi, Chihab Towards Contextualizing Community Detection in Dynamic Social Networks. (2017) In: 10th International and Interdisciplinary Conference on Modeling and Using Context (CONTEXT 2017), 20 June 2017 - 23 June 2017 (Paris, France).

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Official URL: https://doi.org/10.1007/978-3-319-57837-8_26

Abstract

With the growing number of users and the huge amount of information in dynamic social networks, contextualizing community detection has been a challenging task. Thus, modeling these social networks is a key issue for the process of contextualized community detection. In this work, we propose a temporal multiplex information graph-based model to represent dynamic social networks: we consider simultaneously the social network dynamicity, its structure (different social connections) and various members’ profiles so as to calculate similarities between “nodes” in each specific context. Finally a comparative study on a real social network shows the efficiency of our approach and illustrates practical uses.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in Volume 10257 of Lecture Notes in Computer Science ISSN : 0302-9743 ISBN: 978-3-319-57836-1 The original PDF is available at: https://link.springer.com/chapter/10.1007/978-3-319-57837-8_26
HAL Id:hal-01887896
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Other partners > Ecole Nationale des Sciences de l'Informatique - ENSI (TUNISIA)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Other partners > Université de la Manouba - UMA (TUNISIA)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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Deposited By: IRIT IRIT
Deposited On:13 Sep 2018 10:03

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