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Efficient unveiling of multi-members in a social network

Abstract : With the rapid growth of the Web 2.0, the discovery of key actors in social networks, called influencers, mediators, ambassadors or experts, has recently received a renewed of attention. In this article, we consider a particular type of actor that we call a multi-member since he belongs to several communities. We introduce a methodological framework to identify these actors in a hypergraph, in which the vertices are the actors and the hyperedges are the communities. We also show that detecting such multi-members is similar to the problem of the determination of a subset of minimal transversals of a hypergraph. An efficient algorithm that relies on the connection between the definition of a multi-member and that of an essential itemset is also introduced. Experiments done on several datasets showed that the introduced algorithm outperforms the pioneering ones of the literature.
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https://hal-ujm.archives-ouvertes.fr/ujm-01017638
Contributor : Christine Largeron <>
Submitted on : Wednesday, July 2, 2014 - 8:34:10 PM
Last modification on : Monday, January 13, 2020 - 5:46:04 PM

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  • HAL Id : ujm-01017638, version 1

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Christine Largeron, Sadok Ben Yahia, Nidhal Jelassi. Efficient unveiling of multi-members in a social network. Journal of Systems and Software, Special Issue on Social Cyber System (JSS), 2014, 94, pp.30-38. ⟨ujm-01017638⟩

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