Overlapping Community Detection in Networks: the State of the Art and Comparative Study

Abstract

This article reviews the state-of-the-art in <i>overlapping</i> community detection algorithms, quality measures, and benchmarks. A thorough comparison of different algorithms (a total of fourteen) is provided. In addition to community-level evaluation, we propose a framework for evaluating algorithms' ability to detect overlapping nodes, which helps to… (More)
DOI: 10.1145/2501654.2501657

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@article{Xie2013OverlappingCD, title={Overlapping Community Detection in Networks: the State of the Art and Comparative Study}, author={Jierui Xie and Stephen Kelley and Boleslaw K. Szymanski}, journal={ACM Comput. Surv.}, year={2013}, volume={45}, pages={43:1-43:35} }