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Bagging-based Group Detection Algorithm

  • To detect group user based on community detection algorithm - louvain.
  • Support Spark 2.0.

Louvain Algorithm

The Louvain Method for community detection is a method to extract communities from large networks created by Vincent Blondel, Jean-Loup Guillaume, Renaud Lambiotte and Etienne Lefebvre. The method is a greedy optimization method that appears to run in time O(n log n). More comprehensive information please refer to wiki - Louvain.

Usage

  • Source code please see algorithm folder
  • Main function is located in driver folder

Contact Author

Email : cqq@bupt.edu.cn

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Louvain algorithm, community detection, ,scala

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