A separability framework for analyzing community structure

@article{Abrahao2014ASF,
  title={A separability framework for analyzing community structure},
  author={Bruno D. Abrahao and Sucheta Soundarajan and John E. Hopcroft and Robert D. Kleinberg},
  journal={TKDD},
  year={2014},
  volume={8},
  pages={5:1-5:29}
}
Four major factors govern the intricacies of community extraction in networks: (1) the literature offers a multitude of disparate community detection algorithms whose output exhibits high structural variability across the collection, (2) communities identified by algorithms may differ structurally from real communities that arise in practice, (3) there is no consensus characterizing how to discriminate communities from noncommunities, and (4) the application domain includes a wide variety of… CONTINUE READING

Similar Papers

Loading similar papers…