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A Local Method for Detecting Communities

Jim Bagrow·Erik Bollt
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Abstract

We propose a novel method of community detection that is computationally inexpensive and possesses physical significance to a member of a social network. This method is unlike many divisive and agglomerative techniques and is local in the sense that a community can be detected within a network without requiring knowledge of the entire network. A global application of this method is also introduced. Several artificial and real-world networks, including the famous Zachary Karate club, are analyzed.

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Jim Bagrow, Erik Bollt. 2005-03-23. A Local Method for Detecting Communities. https://doi.org/10.1103/physreve.72.046108

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