Social network ties dynamic measurement framework

In our present day society, communication is rapidly becoming faster and more complex, with many new technologies in the communication field, people are finding it easier to communicate faster and more effectively with each other. Consequently it poses challenging risks if these are being used in surreptitious manner for planning and coordinating a crime. Therefore, this huge social network needs to be monitored very closely all the time. This paper tries to find the machine perception on the basis of association rule applied over complex social network. This quantifies the social ties strength among nodes and compresses the huge social network in most active state of network.