Lei Tang

Community Detection and Mining in Social Media - Synthesis Lectures on Data Mining and Knowledge Discovery Lei Tang

Introduces characteristics of social media, reviews representative tasks of computing with social media, and illustrates associated challenges. The book introduces basic concepts, presents state-of-the-art algorithms with easy-to-understand examples, and recommends effective evaluation methods. In particular, the text discusses graph-based community detection techniques.