Social big data mining
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 b...
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| Format: | Book |
| Language: | English |
| Published: |
Boca Raton, FL
CRC Press, an imprint of Taylor & Francis Group
[2015]
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| Subjects: | |
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| 008 | 221104 20152015flua bi 001 0 eng d | ||
| 020 | |a 9781498710930 | ||
| 039 | 9 | |a 202211041133 |b VLOAD |c 201605031715 |d faezah |y 201512091846 |z zubir | |
| 040 | |a UPNM |b eng |c UPNM |e rda | ||
| 090 | |a QA 76.9.B45 |b I83 2015 | ||
| 100 | 1 | |a Ishikawa, Hiroshi |e author | |
| 245 | 1 | 0 | |a Social big data mining |c Hiroshi Ishikawa |
| 264 | 1 | |a Boca Raton, FL |b CRC Press, an imprint of Taylor & Francis Group |c [2015] | |
| 264 | 4 | |c ©2015 | |
| 300 | |a vi, 260 pages |b illustrations |c 24 cm | ||
| 336 | |a text |2 rdacontent | ||
| 337 | |a unmediated |2 rdamedia | ||
| 338 | |a volume |2 rdacarrier | ||
| 500 | |a "A science publishers book." | ||
| 504 | |a Includes bibliographical references and index | ||
| 505 | 0 | |a 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 | |
| 520 | |a 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 | ||
| 592 | |a IN/11523 |b 04/03/2016 |c RM 400.00 |h Innowawasan | ||
| 650 | 0 | |a Big data | |
| 650 | 0 | |a Data mining | |
| 650 | 0 | |a User-generated content | |
| 650 | 0 | |a Social media | |
| 999 | |a vtls000056027 |c 98296 |d 98296 | ||