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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Boca Raton :
CRC Press, an imprint of Taylor & Francis Group,
[2015]
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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| 100 | 1 | |a Ishikawa, Hiroshi, |e author. | |
| 245 | 1 | 0 | |a Social big data mining / |c Hiroshi Ishikawa. |
| 264 | 1 | |a Boca Raton : |b CRC Press, an imprint of Taylor & Francis Group, |c [2015] | |
| 264 | 4 | |c ©2015 | |
| 300 | |a 1 online resource (vi, 260 pages) : |b color illustrations | ||
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| 337 | |a computer |b c |2 rdamedia | ||
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| 500 | |a "A science publishers book." | ||
| 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. This book is different from other similar books in that presents the overall picture of social big data from fundamental concepts to applications whi ... | ||
| 504 | |a Includes bibliographical references. | ||
| 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. | |
| 588 | 0 | |a Print version record. | |
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Big data. | |
| 650 | 0 | |a Data mining. | |
| 650 | 0 | |a User-generated content. | |
| 650 | 0 | |a Social media. | |
| 650 | 6 | |a Données volumineuses. | |
| 650 | 6 | |a Exploration de données (Informatique) | |
| 650 | 6 | |a Contenu créé par l'utilisateur. | |
| 650 | 6 | |a Médias sociaux. | |
| 650 | 7 | |a social media. |2 aat | |
| 650 | 7 | |a COMPUTERS |x Database Management |x General. |2 bisacsh | |
| 650 | 7 | |a Big data |2 fast | |
| 650 | 7 | |a Data mining |2 fast | |
| 650 | 7 | |a Social media |2 fast | |
| 650 | 7 | |a User-generated content |2 fast | |
| 776 | 0 | 8 | |i Print version: |a Ishikawa, Hiroshi. |t Social big data mining. |d Boca Raton : CRC Press, an imprint of Taylor & Francis Group, [2015] |z 9781498710930 |w (DLC) 2015297159 |w (OCoLC)886492870 |
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