TY - BOOK AU - Russell,Matthew A. TI - Mining the social web SN - 9781449367619 AV - QA76.9.D343 R87 2014 U1 - 006.312 22 PY - 2014/// CY - Sebastopol, CA PB - O'Reilly KW - Data mining KW - Online social networks KW - Artificial intelligence KW - sears KW - Social networking N1 - Includes index; Introduction : hacking on Twitter data -- Microformats : semantic markup and common sense collide -- Mailboxes : oldies but goodies -- Twitter : friends, followers, and setwise operations -- Twitter : the tweet, the whole tweet, and nothing but the tweet -- LinkedIn : clustering your professional network for fun (and profit?) -- Google buzz : TF-IDF, cosine similarity, and collocations -- Blogs et al. : natural language processing (and beyond) -- Facebook : the all-in-one wonder -- The semantic web : a cocktail discussion N2 - Facebook, Twitter, and LinkedIn generate a tremendous amount of valuable social data, but how can you find out who's making connections with social media, what they're talking about, or where they're located? This book shows you how to answer these questions and more. Each chapter introduces techniques for mining data in different areas of the social web, including blogs and email ER -