Title
Community detection: effective evaluation on large social networks.
Abstract
While many recently proposed methods aim to detect network communities in large datasets, such as those generated by social media and telecommunications services, most evaluation (i.e. benchmarking) of this research is based on small, hand-curated datasets. We argue that these two types of networks differ so significantly that, by evaluating algorithms solely on the smaller networks, we know littl...
Year
DOI
Venue
2014
10.1093/comnet/cnt012
Journal of Complex Networks
Keywords
DocType
Volume
social networks,community detection,evaluation,benchmarking
Journal
2
Issue
ISSN
Citations 
1
2051-1310
4
PageRank 
References 
Authors
0.47
16
2
Name
Order
Citations
PageRank
Conrad Lee1493.83
Pádraig Cunningham23086218.37