Social Media Mining

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.
Description
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.
Book Details

Author(s): Reza Zafarani, Mohammad Ali Abbasi and Huan Liu.
Publisher: Cambridge University Press
Published: April 2014
Format(s): PDF
File size: 4.77 MB
Number of pages: 382
Download / View Link(s): http://dmml.asu.edu/smm/book/