Autorec: Intelligent agent for rapid recommendation to engender or sustain Blog-based Virtual Community

In recent years, rapid increase in use of Blogs has provided excellent collaborative opportunity for knowledge sharing and forming Communities. This facilitates critical reflection and chat among users with similar interest by engendering a virtual community in blogosphere. The issue is, formation of such community mostly relies on mutual awareness or appropriate link communication. While, automatically determining interest from users group, becomes significant to contact users with related interest to facilitate community sustainability. Hence, determining the potential of Semantic Web, this paper presents an architecture called Autorec, which will use Intelligent Agent and Text Mining technique to process bloggers content to identify their interest. Our approach is purely heuristic. It also uses Graph API to search for user with similar interest users on Social Networking Sites - SNS (Facebook) as to recommend them to create Virtual settlement and aids to sustain the Virtual Community.