Community Overlapping Detection using Social Media Dataset and Redundant Node Elimination

Narinderpal Kaur
2018 International Journal for Research in Applied Science and Engineering Technology  
In the proposed framework the primary goal is to distinguish community overlapping. The people that are identified with in excess of one community demonstrate overlapping and that gatherings are known as covered gathering. Since in the current work the sink hubs have been considered so the recognition of overlapping moderate. In our present work the association of sink hubs is to be considered through which overlapping has been computed. Clique detection mechanisms are used in order to detect
more » ... y malicious node within the social networks. But techniques used in existing literature do not consider redundancy of nodes along with presence of sink node. The proposed mechanism considered both redundancy as well as sink nodes hence better result is obtained in terms of community detected and time consumed. Here in distinguishing covered hubs additional time is devoured. In proposed system the quantities of groups identified are more when contrasted with the current one.
doi:10.22214/ijraset.2018.5152 fatcat:oyipb34sfvgsdeg7b5a3h4ogve