Hub-Based Community Finding

Details Hub-Based Community Finding Hub-Based Community Finding

2004-05-03

arxiv.org/abs/cond-mat/0405022v1

Physics

Condensed Matter

Statistical Mechanics

4 pages, 3 figures, 1 table

Scientific paper

This article presents a hub-based approach to community finding in complex networks. After identifying the network nodes with highest degree (the so-called hubs), the network is flooded with wavefronts of labels emanating from the hubs, accounting for the identification of the involved communities. The simplicity and potential of this method, which is presented for direct/undirected and weighted/unweighted networks, is illustrated with respect to the Zachary karate club data, image segmentation, and concept association. Attention is also given to the identification of the boundaries between communities.

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