Evaluating Local Community Methods in Networks

Physics – Data Analysis – Statistics and Probability

Scientific paper

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8 pages, 9 figures, code included with source

Scientific paper

10.1088/1742-5468/2008/05/P05001

We present a new benchmarking procedure that is unambiguous and specific to
local community-finding methods, allowing one to compare the accuracy of
various methods. We apply this to new and existing algorithms. A simple class
of synthetic benchmark networks is also developed, capable of testing
properties specific to these local methods.

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