Community Detection: Statistical Inference Models

Abstract

Community detection in large networks through the methods based on the statistical inference model can identify the node community as well as find the interaction between the communities. Statistical inference based methods try to fit a generative model to the network data. This paper discusses the statistical inference methods which groups the communities on vertices or nodes.