Social big data mining / Hiroshi Ishikawa.
Material type:
TextPublication details: Boca Raton: CRC Press, ©2015.Description: vi, 260 p. : illustrations ; 25 cmISBN: - 9781498710930
- 006.312 23 Is79
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|
| Books | ISI Library, Kolkata | 006.312 Is79 (Browse shelf(Opens below)) | Available | 137328 |
Browsing ISI Library, Kolkata shelves Close shelf browser (Hides shelf browser)
| 006.312 H749 Data Mining: Foundations and Intelligent Paradigms | 006.312 H749 Data Mining: Foundations and Intelligent Paradigms | 006.312 H749 Data Mining: Foundations and Intelligent Paradigms | 006.312 Is79 Social big data mining / | 006.312 K16 Data mining | 006.312 K96 Pattern discovery using sequence data mining | 006.312 L326 Data mining methods and models/ |
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.
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.
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