EntropyWalker, a Fast Algorithm for Small Community Detection in Large Graphs

Abstract

This report presents a very simple algorithm for overlaping community-detection in large graphs under constraints such as the minimum and maximum number of members allowed. The algorithm is based on the simulation of random walks and measures the entropy of each random walk to detect the discovery of a community.