Research Article

General Community Detection in Attributed Networks with Consistent-Module Constrained Nonnegative Matrix Factorization

Table 2

Details of the real-world network datasets utilized in the experiments, where , , , and are the number of nodes, edges, attributes, and communities, respectively, where ‘AVD’, ‘CC’, and ‘ASC’ represent the average degree, clustering coefficient, and assortative coefficient.

Networks‘AVD’‘CC’‘ASC’

Cora27085429143373.890.241-0.065
Citeseer33124732370362.730.1420.047
Cornell195304170352.900.157-0.241
Texas187328170353.090.303-0.250
Wisconsin265530170353.180.278-0.179
Washington230446170353.540.197-0.223