Social Media Mining integrates social media, social network analysis, and data mining to provide a convenient and coherent platform for students, practitioners, researchers, and project managers to understand the basics and potentials of social media mining. It introduces the unique problems arising from social media data and presents fundamental concepts, emerging issues, and effective algorithms for network analysis and data mining.
Topics included: Introduction • Graph Essentials • Network Measures • Network Models • Data Mining Essentials • Community Analysis • Information Diffusion in Social Media • Influence and Homophily • Recommendation in Social Media • Behavior Analytics.
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Publisher: Cambridge University Press
Published: April 2014
File size: 4.77 MB
Number of pages: 382
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