Overview
- Recent ideas on Sentiment Analysis and Ontology Engineering
- Presents applications of Computational Intelligence to Sentiment Analysis
- Written by experts in the fascinating field of ontology engineering and sentiment analysis
- Includes supplementary material: sn.pub/extras
Part of the book series: Studies in Computational Intelligence (SCI, volume 639)
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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.
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Keywords
Table of contents (17 chapters)
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Front Matter
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Back Matter
Editors and Affiliations
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
DOI: https://doi.org/10.1007/978-3-319-30319-2
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Hardcover ISBN: 978-3-319-30317-8Published: 31 March 2016
Softcover ISBN: 978-3-319-80779-9Published: 25 April 2018
eBook ISBN: 978-3-319-30319-2Published: 22 March 2016
Series ISSN: 1860-949X
Series E-ISSN: 1860-9503
Edition Number: 1
Number of Pages: X, 456
Number of Illustrations: 30 b/w illustrations, 73 illustrations in colour