Detecting community structure in networks using edge prediction methods

Details Detecting community structure in networks using edge prediction methods Detecting community structure in networks using edge prediction methods

2012-01-17

arxiv.org/abs/1201.3466v1

Physics

Physics and Society

5 pages, 2 figures

Scientific paper

Community detection and edge prediction are both forms of link mining: they are concerned with discovering the relations between vertices in networks. Some of the vertex similarity measures used in edge prediction are closely related to the concept of community structure. We use this insight to propose a novel method for improving existing community detection algorithms by using a simple vertex similarity measure. We show that this new strategy can be more effective in detecting communities than the basic community detection algorithms.

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