On clustering networks with PageRank

Network clustering has attracted increasing attention in various fields. In this paper we build a PageRank based clustering scheme and use it to cluster some classic problems, such as karate club and American college football networks. Compared with other known algorithms, experiments show that our algorithm has a shorter running time and uncovers community structure more successfully.