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Fast unfolding of communities in large networks
Vincent D Blondel, Jean-Loup Guillaume, Renaud Lambiotte et al., 2008. Journal of Statistical Mechanics: Theory and Experiment.
Introduces the Louvain method, a fast heuristic that finds communities in very large networks by optimizing modularity.
What it's used for here
The inductive-methods survey uses it as a baseline community detector for word networks, alongside stochastic block models.
Cited by on this site 1 record
1 methods surveys
SRCInductive methods
Cite it
Blondel, V. D., Guillaume, J. L., Lambiotte, R., & Lefebvre, E. (2008). Fast unfolding of communities in large networks. Journal of Statistical Mechanics: Theory and Experiment. https://doi.org/10.1088/1742-5468/2008/10/p10008
@article{blondel2008fast,
author = {Blondel, Vincent D and Guillaume, Jean-Loup and Lambiotte, Renaud and Lefebvre, Etienne},
title = {Fast unfolding of communities in large networks},
journal = {Journal of Statistical Mechanics: Theory and Experiment},
year = {2008},
doi = {10.1088/1742-5468/2008/10/p10008},
url = {https://doi.org/10.1088/1742-5468/2008/10/p10008}
}TY - JOUR TI - Fast unfolding of communities in large networks AU - Blondel, Vincent D AU - Guillaume, Jean-Loup AU - Lambiotte, Renaud AU - Lefebvre, Etienne PY - 2008 JO - Journal of Statistical Mechanics: Theory and Experiment DO - 10.1088/1742-5468/2008/10/p10008 UR - https://doi.org/10.1088/1742-5468/2008/10/p10008 ER -
Blondel, Vincent D et al.. “Fast unfolding of communities in large networks.” Journal of Statistical Mechanics: Theory and Experiment (2008). https://doi.org/10.1088/1742-5468/2008/10/p10008.