… Community discovery is the problem of extracting all the communities in a given network
where as community identification is the problem of identifying the community to which a
given set of nodes from the network belong. In this paper we first give a brief survey of the
existing community-discovery algorithms and then propose a novel algorithm to discovering
communities using bibliographic metrics. We also test the proposed algorithm on real-world
networks and on computer-generated models with known community structures. …