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Social big data mining / Hiroshi Ishikawa.

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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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Bibliographic Details
Online Access: Full Text (via Taylor & Francis)
Main Author: Ishikawa, Hiroshi (Author)
Format: Electronic eBook
Language:English
Published: Boca Raton : CRC Press, an imprint of Taylor & Francis Group, [2015]
Subjects:
Big data.
Data mining.
User-generated content.
Social media.
Big data
Data mining
Social media
User-generated content
Table of 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.

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