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arxiv: 0910.5072 · v1 · pith:66WGGRRRnew · submitted 2009-10-27 · ⚛️ physics.soc-ph

Modularity measure of networks with overlapping communities

classification ⚛️ physics.soc-ph
keywords overlappingmeasurecommunitiesmethodsapplicationsbeenclusterscommunity-structure
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In this paper we introduce a non-fuzzy measure which has been designed to rank the partitions of a network's nodes into overlapping communities. Such a measure can be useful for both quantifying clusters detected by various methods and during finding the overlapping community-structure by optimization methods. The theoretical problem referring to the separation of overlapping modules is discussed, and an example for possible applications is given as well.

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