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Authors: Mingming Chen (email: Collaborator: Boleslaw K. Szymanski (email:

It is an efficient and effective community detection algorithm that iteratively improves the community quality metric by merging or splitting the given network community structure. Please refer to the ReadME.txt under directory src for how to run the code.

Please email comments and suggestions to Mingming Chen via


Mingming Chen, Konstantin Kuzmin, and Boleslaw Szymanski, "Community Detection via Maximization of Modularity and Its Variants", IEEE transactions on Computational Social Systems 1(1) Mar. 2014, pp. 46-65.

Mingming Chen, Tommy Nguyen, and Boleslaw K. Szymanski, "A New Metric for Quality of Network Community Structure", ASE Human Journal, vol. 2, no. 4, Sep. 2013, pp. 226-240.

Mingming Chen, Tommy Nguyen, and Boleslaw K. Szymanski, "On Measuring the Quality of a Network Community Structure", The ASE/IEEE International Conference on Social Computing (SocialCom), Washington D.C., Sep. 2013, pp. 122-127.