Analysis of temporal evolution of social networks

Authors:
Khaled Mahdi;Maytham Safar;Hisham Farahat
Affiliations:
Chemical Engineering Department, Kuwait University, Kuwait City, Kuwait;Computer Engineering Department, College of Engineering and Petroleum, Kuwait University, Safat, Kuwait;Computer Engineering Department, College of Engineering and Petroleum, Kuwait University, Safat, Kuwait
Venue:
Journal of Mobile Multimedia
Year:
2009

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Abstract

The article presents an analysis of dynamic social network where words, nodes and edges appear and disappear through time. We study a popular virtual social network in the internet, known as Paltalk. We analyze the exact and approximated cyclic entropy variation with time with the purpose to establish the robustness of the network. In addition, we study the effect of weighed links on the analysis of such graphs.