relation: http://eprints.imtlucca.it/2387/
title: Consistent community identification in complex networks
creator: Kwak, Haewoon
creator: Moon, Sue
creator: Eom, Young-Ho
creator: Choi, Yoonchan
creator: Jeong, Hawoong
subject: QA Mathematics
subject: QC Physics
description: We have found that known community identification algorithmsproduce inconsistent communities when the node ordering changes atinput. We propose two metrics to quantify the level of consistencyacross multiple runs of an algorithm: pairwise membershipprobability and consistency. Based on these two metrics, weaddress the consistency problem without compromising themodularity. Our solution uses pairwise membership probabilitiesas link weights and generates consistent communities within six orfewer cycles. It offers a new tool in the study of communitystructures and their evolutions.
publisher: Korean Physical Society
date: 2011
type: Article
type: PeerReviewed
identifier:   Kwak, Haewoon and Moon, Sue and Eom, Young-Ho and Choi, Yoonchan and Jeong, Hawoong  Consistent community identification in complex networks.  Journal of the Korean Physical Society, 59 (5).  pp. 3128-3132.  ISSN 0374-4884      (2011)  
relation: http://dx.doi.org/10.3938/jkps.59.3128
relation: doi:10.3938/jkps.59.3128