Map equation for link communities.

作者: Youngdo Kim , Hawoong Jeong

DOI: 10.1103/PHYSREVE.84.026110

关键词: MetadataNode (computer science)Clique percolation methodMathematicsCommunity structureEvolving networksComplex networkRandom walkGraph theoryData mining

摘要: Community structure exists in many real-world networks and has been reported being related to several functional properties of the networks. The conventional approach was partitioning nodes into communities, while some recent studies start links instead find overlapping communities efficiently. We extended map equation method, which originally developed for node link This method is tested on various kinds compared with metadata networks, results show that our can identify role effectively. advantage this community scheme be quantitatively by measuring unknown information left besides structure. It used decide whether or not should scheme. Furthermore, easily directed weighted since it based random walk.

参考文章(37)
Youngdo Kim, Seung-Woo Son, Hawoong Jeong, Finding communities in directed networks. Physical Review E. ,vol. 81, pp. 016103- 016103 ,(2010) , 10.1103/PHYSREVE.81.016103
M. Girvan, M. E. J. Newman, Community structure in social and biological networks Proceedings of the National Academy of Sciences of the United States of America. ,vol. 99, pp. 7821- 7826 ,(2002) , 10.1073/PNAS.122653799
PABLO M. GLEISER, LEON DANON, COMMUNITY STRUCTURE IN JAZZ Advances in Complex Systems. ,vol. 06, pp. 565- 573 ,(2003) , 10.1142/S0219525903001067
M. E. J. Newman, Finding community structure in networks using the eigenvectors of matrices Physical Review E. ,vol. 74, pp. 036104- ,(2006) , 10.1103/PHYSREVE.74.036104
Douglas L. Nelson, Cathy L. McEvoy, Thomas A. Schreiber, The University of South Florida free association, rhyme, and word fragment norms. Behavior Research Methods Instruments & Computers. ,vol. 36, pp. 402- 407 ,(2004) , 10.3758/BF03195588
Adam Kilgarriff, Christiane Fellbaum, WordNet : an electronic lexical database Language. ,vol. 76, pp. 706- ,(2000) , 10.2307/417141
T. S. Evans, R. Lambiotte, Line graphs, link partitions, and overlapping communities Physical Review E. ,vol. 80, pp. 016105- ,(2009) , 10.1103/PHYSREVE.80.016105