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Title Computational intelligence methods for sentiment analysis in natural language processing applications / edited by D. Jude Hemanth.

Publication Info. Cambridge, MA : Morgan Kaufmann, [2024]

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Location Call No. OPAC Message Status
 Axe Elsevier ScienceDirect Ebook    ---  Available
Description 1 online resource (254 pages) : illustrations
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Bibliography Includes bibliographical references and index.
Summary Sentiment Analysis has become increasingly important in recent years for nearly all online applications. Sentiment Analysis depends heavily on Artificial Intelligence (AI) technology wherein computational intelligence approaches aid in deriving the opinions/emotions of human beings. With the vast increase in Big Data, computational intelligence approaches have become a necessity for Natural Language Processing and Sentiment Analysis in a wide range of decision-making application areas. The applications of Sentiment Analysis are enormous, ranging from business to biomedical and clinical applications. However, the combination of AI methods and Sentiment Analysis is one of the rarest commodities in the literature. The literatures either gives more importance to the application alone or to the AI/CI methodology. Computational Intelligence for Sentiment Analysis in Natural Language Processing Applications provides a solution to this problem through detailed technical coverage of AI-based Sentiment Analysis methods for various applications. The authors provide readers with an in-depth look at the challenges and solutions associated with the different types of Sentiment Analysis, including case studies and real-world scenarios from across the globe. Development of scientific and enterprise applications are covered, which will aid computer scientists in building practical/real-world AI-based Sentiment Analysis systems.
Subject Computational intelligence.
Natural language processing (Computer science) -- Computer programs.
Artificial intelligence -- Computer programs.
Intelligence informatique.
Traitement automatique des langues naturelles -- Logiciels.
Intelligence artificielle -- Logiciels.
Added Author Hemanth, D. Jude, editor.
ISBN 9780443220104 electronic book
0443220107 electronic book
9780443220098

 
    
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