CS 529 Dynamic and Social Network Analysis
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Overview of network analysis; introduction to social network analysis tools. Social network data: structure and composition; graph and algebraic representation. Classical metrics. Centrality and prestige. Network topology structural balance and transitivity. Detecting communities. Fuzzy overlapping groups. Small world phenomenon. Random networks, dynamic and complex networks. Network formation and evolution over time. Authorship, science, citation networks; geospatial networks; social media networks, malicious networks. Health and disease spread. Term Project.
Credit units: 3 ECTS Credit units: 5.
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