Paper Info
Title
Analysis of resolution limit in community detection
Abstract
In this paper, we discussed the resolution limit problem for an information approach that identifies communities in a network by finding an optimal compression of topological structure for the network. We tested the resolution scale of the approach on the examples mentioned by Fortunato and Barthélemy. We found that the approach can correctly uncover the build-in communities in the networks. We also compared the approach with some state of the art methods on LFR benchmark as well as on real-world networks. The results in this paper may provide us a deep understanding for the approach.
Year
DOI
Venue
2014
10.1109/FSKD.2014.6980932
FSKD
Keywords
DocType
ISBN
real-world networks,resolution limit analysis,lfr benchmark,topology,resolution limits,resolution limit problem,optimal topological structure compression,community detection,information approach,network theory (graphs)
Conference
978-1-4799-5147-5
Citations 
PageRank 
References 
0
0.34
5
Authors
1
Name
Order
Citations
PageRank
Peng Gang Sun1997.76