A very fast algorithm for detecting community structures in complex networks

Xutao Wang, Guanrong Chen and Hongtao Lu

Physica A: Statistical Mechanics and its Applications, 2007, vol. 384, issue 2, 667-674

Abstract: In this paper, a new algorithm is proposed, which uses only local information to analyze community structures in complex networks. The algorithm is based on a table that describes a network and a virtual cache similar to the cache in the computer structure. When being tested on some typical computer-generated and real-world networks, this algorithm demonstrates excellent detection results and very fast processing performance, much faster than the existing comparable algorithms of the same kind.

Keywords: Complex network; Community structure; Local information; Relative table; Cache (search for similar items in EconPapers)
Date: 2007
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Citations: View citations in EconPapers (6)

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Persistent link: https://EconPapers.repec.org/RePEc:eee:phsmap:v:384:y:2007:i:2:p:667-674

DOI: 10.1016/j.physa.2007.05.013

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