chenmingming/comqualitymetric

Community quality metrics for both disjoint and overlapping community structure

ComQualityMetric

Authors: Mingming Chen (email: [email protected]). Collaborator: Boleslaw K. Szymanski (email: [email protected]).

Library for calculating a bunch of widely used community quality metrics for both disjoint and overlapping community quality metrics. Please refer to the ReadMe.pdf for how to run the code. Please kindly cite our papers when you publish your articles.

Please email comments and suggestions to Mingming Chen via [email protected].

References

Mingming Chen and Boleslaw K. Szymanski, “Fuzzy Overlapping Community Quality Metrics”, Social Network Analysis and Mining,vol. 5, no. 1, pp. 1-14, Jul. 2015.

Mingming Chen, Konstantin Kuzmin, and Boleslaw K. Szymanski, “Extension of Modularity Density for Overlapping Community Structure”, IEEE/ACM ASONAM Workshop on Social Network Analysis in Applications (SNAA), Beijing, China, Aug. 2014, pp. 856-863.

Mingming Chen, Konstantin Kuzmin, and Boleslaw Szymanski, "Community Detection via Maximization of Modularity and Its Variants", IEEE transactions on Computational Social Systems, vol. 1, no. 1, pp. 46-65, Mar. 2014.

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

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.