TY  - BOOK
AU  - Ishikawa,Hiroshi
TI  - Social big data mining
SN  - 9781498710930
U1  - 006.312 23
PY  - 2015///
CY  - Boca Raton
PB  - CRC Press
KW  - Data mining
KW  - Big data
KW  - User-generated content
KW  - Social media
N1  - Includes bibliographical references and index; 1. Social media --
 2. Big data and social data --
 3. Hyptheses in the era of big data --
 4. Social big data applications --
 5. Basic concepts in data mining --
 6. Association rule mining --
 7. Clustering --
 8. Classification --
 9. Prediction --
 10. Web structure mining --
 11. Web content mining --
 12. Web access log mining, information extraction, and deep web mining --
 13. Media mining --
 14. Scalability and outlier detection
N2  - This book focuses on the basic concepts and the related technologies of data mining for social medial. Topics include: big data and social data, data mining for making a hypothesis, multivariate analysis for verifying the hypothesis, web mining and media mining, natural language processing, social big data applications, and scalability. It explains analytical techniques such as modeling, data mining, and multivariate analysis for social big data
ER  -