Social Big Data Mining

Editor/Author Ishikawa, Hiroshi
Publication Year: 2015
Publisher: CRC Press

Single-User Purchase Price: $99.95
Unlimited-User Purchase Price: Not Available
ISBN: 978-1-49-871093-0
Category: Technology & Engineering - Technology
Image Count: 101
Book Status: Available
Table of Contents

This book focuses on the basic concepts and the related technologies of data mining for social media. This book is different from other similar books in that presents the overall picture of social big data from fundamental concepts to applications while standing on academic bases.

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Table of Contents

  • Preface
  • 1. Social Media
  • 2. Big Data and Social Data
  • 3. Hypotheses 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
  • Appendix I: Capabilities and Expertise Required for Data Scientists in the Age of Big Data
  • Appendix II: Remarks on Relationships Among Structure-, Content-, and Access Log Mining Techniques
  • Color Plate Section