Community Comparison in Communication Networks

If we draw the virtual topology representing the communication in networks, we observe that the structure is similar to those of the social networks. Social networks are these networks with the characteristic relating densely some entities than others. These dense zones are called communities. Generally, the members of a same community share the same interest. In this work, we look for which virtual topology (called communication graph) emerged in communication network gives communities closer to the real one. Three different communication graphs are generated and compared with the graph representing the real communities, the reference graph. Microscopic and macroscopic comparisons are done.