Fig. 3

Structural layout of the APS Physics network (Force Atlas): a ground truth of the identified communities (the top 10 largest communities correspond to 100% of the vertices); b the embedded subgraphs of the ground truth; c the communities detected by the Louvain algorithm [5] (top 10 largest communities correspond to 98% of the vertices)