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 55,92 €
price for Spain (gross)
  • ISBN 978-94-007-5070-8
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  • Included format: EPUB, PDF
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  • Immediate eBook download after purchase
Softcover 68,03 €
price for Spain (gross)
  • ISBN 978-94-007-5069-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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 55,92 €
price for Spain (gross)
  • ISBN 978-94-007-5070-8
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 68,03 €
price for Spain (gross)
  • ISBN 978-94-007-5069-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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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
4 b/w illustrations, 35 illustrations in colour
Topics