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Studies in Computational Intelligence

Sentiment Analysis and Ontology Engineering

An Environment of Computational Intelligence

Editors: Pedrycz, Witold, Chen, Shyi-Ming (Eds.)

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  • Recent ideas on Sentiment Analysis and Ontology Engineering
  • Presents applications of Computational Intelligence to Sentiment Analysis
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eBook 130,89 €
price for Spain (gross)
  • ISBN 978-3-319-30319-2
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Hardcover 166,39 €
price for Spain (gross)
  • ISBN 978-3-319-30317-8
  • 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
Softcover 166,39 €
price for Spain (gross)
  • ISBN 978-3-319-80779-9
  • 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

This edited volume provides the reader with a fully updated, in-depth treatise on the emerging principles, conceptual underpinnings, algorithms and practice of Computational Intelligence in the realization of concepts and implementation of models of sentiment analysis and ontology –oriented engineering.

The volume involves studies devoted to key issues of sentiment analysis, sentiment models, and ontology engineering. The book is structured into three main parts. The first part offers a comprehensive and prudently structured exposure to the fundamentals of sentiment analysis and natural language processing. The second part consists of studies devoted to the concepts, methodologies, and algorithmic developments elaborating on fuzzy linguistic aggregation to emotion analysis, carrying out interpretability of computational sentiment models, emotion classification, sentiment-oriented information retrieval, a methodology of adaptive dynamics in knowledge acquisition. The third part includes a plethora of applications showing how sentiment analysis and ontologies becomes successfully applied to investment strategies, customer experience management, disaster relief, monitoring in social media, customer review rating prediction, and ontology learning.

This book is aimed at a broad audience of researchers and practitioners. Readers involved in intelligent systems, data analysis, Internet engineering, Computational Intelligence, and knowledge-based systems will benefit from the exposure to the subject matter.  The book may also serve as a highly useful reference material for graduate students and senior undergraduate students. 

Table of contents (17 chapters)

Table of contents (17 chapters)
  • Fundamentals of Sentiment Analysis and Its Applications

    Pages 1-24

    Farhadloo, Mohsen (et al.)

  • Fundamentals of Sentiment Analysis: Concepts and Methodology

    Pages 25-48

    Pawar, A. B. (et al.)

  • The Comprehension of Figurative Language: What Is the Influence of Irony and Sarcasm on NLP Techniques?

    Pages 49-74

    Weitzel, Leila (et al.)

  • Probabilistic Approaches for Sentiment Analysis: Latent Dirichlet Allocation for Ontology Building and Sentiment Extraction

    Pages 75-91

    Colace, Francesco (et al.)

  • Description Logic Class Expression Learning Applied to Sentiment Analysis

    Pages 93-111

    Salguero, Alberto (et al.)

Buy this book

eBook 130,89 €
price for Spain (gross)
  • ISBN 978-3-319-30319-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 166,39 €
price for Spain (gross)
  • ISBN 978-3-319-30317-8
  • 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
Softcover 166,39 €
price for Spain (gross)
  • ISBN 978-3-319-80779-9
  • 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
Sentiment Analysis and Ontology Engineering
Book Subtitle
An Environment of Computational Intelligence
Editors
  • Witold Pedrycz
  • Shyi-Ming Chen
Series Title
Studies in Computational Intelligence
Series Volume
639
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-30319-2
DOI
10.1007/978-3-319-30319-2
Hardcover ISBN
978-3-319-30317-8
Softcover ISBN
978-3-319-80779-9
Series ISSN
1860-949X
Edition Number
1
Number of Pages
X, 456
Number of Illustrations
30 b/w illustrations, 73 illustrations in colour
Topics