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SpringerBriefs in Cognitive Computation

Sentic Computing

Techniques, Tools, and Applications

Authors: Cambria, Erik, Hussain, Amir

  • Represents the first comprehensive review of Sentic Computing, state-of-the-art approach to opinion mining and sentiment analysis (see http://en.wikipedia.org/wiki/Sentiment_analysis)
  • A special chapter on cognitive and affective modeling for natural language understanding
  • Includes tips on different strategies (techniques, online resources, datasets, etc.) to opinion mining and sentiment analysis
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eBook $34.99
price for USA (gross)
  • ISBN 978-94-007-5070-8
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $49.95
price for USA
  • ISBN 978-94-007-5069-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

In this book common sense computing techniques are further developed and applied to bridge the semantic gap between word-level natural language data and the concept-level opinions conveyed by these. In particular, the ensemble application of graph mining and multi-dimensionality reduction techniques is exploited on two common sense knowledge bases to develop a novel intelligent engine for open-domain opinion mining and sentiment analysis. The proposed approach, termed sentic computing, performs a clause-level semantic analysis of text, which allows the inference of both the conceptual and emotional information associated with natural language opinions and, hence, a more efficient passage from (unstructured) textual information to (structured) machine-processable data.

Table of contents (6 chapters)

Buy this book

eBook $34.99
price for USA (gross)
  • ISBN 978-94-007-5070-8
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $49.95
price for USA
  • ISBN 978-94-007-5069-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Sentic Computing
Book Subtitle
Techniques, Tools, and Applications
Authors
Series Title
SpringerBriefs in Cognitive Computation
Series Volume
2
Copyright
2012
Publisher
Springer Netherlands
Copyright Holder
The Author(s)
eBook ISBN
978-94-007-5070-8
DOI
10.1007/978-94-007-5070-8
Softcover ISBN
978-94-007-5069-2
Series ISSN
2212-6023
Edition Number
1
Number of Pages
XVIII, 153
Number of Illustrations and Tables
4 b/w illustrations, 35 illustrations in colour
Topics