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Mar 11, 2026
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CSCE 5265 - Social Network Analysis and Mining (3 cr.)
Description
Theoretical and empirical methods for analyzing and reasoning about large-scale social and information networks, including data mining techniques such as: understanding temporal evolution, community structures, and information diffusion in information networks, and relational machine learning methods such as: collective classification, link prediction, entity disambiguation, and influence maximization. A number of practical applications in different domains will be introduced, such as viral marketing, outbreak detection, protein-protein interactions.
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