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

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.




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