Research Catalog
Social big data mining
- Title
- Social big data mining / Hiroshi Ishikawa.
- Author
- Ishikawa, Hiroshi, 1956-
- Publication
- Boca Raton, FL : CRC Press, [2015]
Items in the Library & Off-site
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1 Item
| Status | Format | Access | Call Number | Item Location |
|---|---|---|---|---|
| Text | Request in advance | QA76.9.B45 I84 2015 | Off-site |
Holdings
Details
- Description
- vi, 260 pages : illustrations; 25 cm
- Summary
- 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.
- Subject
- Bibliography (note)
- Includes bibliographical references and index.
- Contents
- 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.
- ISBN
- 9781498710930 (hbk.)
- 149871093X (hbk.)
- 1498710948 (electronic bk.)
- 9781498710947 (electronic bk.)
- LCCN
- 2015297159
- OCLC
- ocn886492870
- 886492870
- SCSB-13566465
- Owning Institutions
- Columbia University Libraries