Advanced Social Network Analysis

Overview of social network analysis; dynamic networks – representation, measures, centrality, connectedness, growth, applications of dynamic networks; multiplex networks – formulation of multiplex networks, weighted multiplex networks, unweighted multiplex networks, neighbors, paths, layers, centrality measures in multiplex networks, communities in multiplex networks; network resilience – measuring resilience, failure in networks, targeted attacks in networks; information diffusion – modeling information diffusion, epidemic models, influence models, explanatory models; recent trends in social network analysis.