@inproceedings{60c25ad04e504f90b4cd5a657932d7fb,
title = "Limited resolution and multiresolution methods in complex network community detection",
abstract = "Detecting community structure in real-world networks is a challenging problem. Recently, it has been shown that the resolution of methods based on optimizing a modularity measure or a corresponding energy is limited; communities with sizes below some threshold remain unresolved. One possibility to go around this problem is to vary the threshold by using a tuning parameter, and investigate the community structure at variable resolutions. Here, we analyze the resolution limit and multiresolution behavior for two different methods: a q-state Potts method proposed by Reichard and Bornholdt, and a recent multiresolution method by Arenas, Fern{\'a}ndez, and G{\'o}mez. These methods are studied analytically, and applied to three test networks using simulated annealing.",
keywords = "Community detection, Complex networks, Limited resolution",
author = "Kumpula, {Jussi M.} and Jari Saram{\"a}ki and Kimmo Kaski and J{\'a}nos Kert{\'e}sz",
year = "2007",
doi = "10.1117/12.725560",
language = "English",
isbn = "0819467383",
series = "Proceedings of SPIE - The International Society for Optical Engineering",
booktitle = "Noise and Stochastics in Complex Systems and Finance",
note = "Noise and Stochastics in Complex Systems and Finance ; Conference date: 21-05-2007 Through 24-05-2007",
}