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(Re)-evaluate your communities!!
Though it is one of the most significant or rather say it, one of the most appealing problem in the domain of Network Science, but still it suffers from the most primitive flaw – subjectivity. Yes, I am talking about the problem of Community Detection or what some would like to call Clustering. Why did I use the word “subjectivity” ? Because a lot many definitions exist for how a cluster should be? Adding to the problem, there exist various evaluation metric pertaining to one or multiple features of this “definition”. The problem gets worse as usually there is limited or absolutely no ground truth for most of the social…