Louvain method

The Louvain method for community detection is a method to extract non-overlapping communities from large networks created by Blondel et al.[1] from the University of Louvain (the source of this method's name). The method is a greedy optimization method that appears to run in time where is the number of nodes in the network.[2]

  1. ^ Blondel, Vincent D; Guillaume, Jean-Loup; Lambiotte, Renaud; Lefebvre, Etienne (9 October 2008). "Fast unfolding of communities in large networks". Journal of Statistical Mechanics: Theory and Experiment. 2008 (10): 10008. arXiv:0803.0476. Bibcode:2008JSMTE..10..008B. doi:10.1088/1742-5468/2008/10/P10008. S2CID 334423.
  2. ^ Lancichinetti, Andrea; Fortunato, Santo (2009-11-30). "Community detection algorithms: A comparative analysis". Physical Review E. 80 (5): 056117. arXiv:0908.1062. Bibcode:2009PhRvE..80e6117L. doi:10.1103/physreve.80.056117. ISSN 1539-3755. PMID 20365053. S2CID 14193110.