The effective project management for high quality software projects is only possible by effective communication and coordination among project team members and is a complex task when team members are geographically distributed. This research paper describes the techniques of the communication management of the data mining based and knowledge based tools and advance analytic techniques for extracting data and knowledge of social structures using email, chat and mobile and predicting the communication relationship analysis on the basis of this knowledge.