Research Article

Parallelizing SLPA for Scalable Overlapping Community Detection

Table 3

Metric values of the community structures detected by sequential SLPA and multithreaded SLPA on Foursquare (bold font denotes the best value for each metric).

Algorithm Intradensity Contraction Expansion Conductance

Sequential SLPA 0.7608 0.36513.66832.51370.3849
Multithreaded SLPA 0.7682 0.3535 3.5766 2.6358 0.4055