A game-theoretic approach for non-overlapping communities detection

TitreA game-theoretic approach for non-overlapping communities detection
Publication TypeConference Paper
Year of Publication2017
AuthorsMourchid, F, Kobbane, A, Ben Othman, J, M. Koutbi, E
Conference Name2017 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017
Abstract

In this paper, we propose a game-theoretic approach to find the community structure in complex networks based on a non-cooperative game. This approach optimizes a node-based modularity for non-overlapping communities. Experiments show that our approach is effective to discover non-overlapping communities and obtain high values of modularity and Normalized Mutual Information (NMI) for real-world and synthetic networks in a reasonable time. © 2017 IEEE.

URLhttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85027835444&doi=10.1109%2fIWCMC.2017.7986475&partnerID=40&md5=b0751b99b8a2552e780d327bef409ddf
DOI10.1109/IWCMC.2017.7986475
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