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Sentiment Analysis: Mining Opinions, Sentiments, and Emotions (Studies in Natural Language Processing) - Hardcover

Book 35 of 38: Studies in Natural Language Processing

Liu, Bing

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9781108486378: Sentiment Analysis: Mining Opinions, Sentiments, and Emotions (Studies in Natural Language Processing)
Hardcover
ISBN 10: 1108486371 ISBN 13: 9781108486378
Publisher: Cambridge University Press, 2020

Synopsis

Sentiment analysis is the computational study of people's opinions, sentiments, emotions, moods, and attitudes. This fascinating problem offers numerous research challenges, but promises insight useful to anyone interested in opinion analysis and social media analysis. This comprehensive introduction to the topic takes a natural-language-processing point of view to help readers understand the underlying structure of the problem and the language constructs commonly used to express opinions, sentiments, and emotions. The book covers core areas of sentiment analysis and also includes related topics such as debate analysis, intention mining, and fake-opinion detection. It will be a valuable resource for researchers and practitioners in natural language processing, computer science, management sciences, and the social sciences. In addition to traditional computational methods, this second edition includes recent deep learning methods to analyze and summarize sentiments and opinions, and also new material on emotion and mood analysis techniques, emotion-enhanced dialogues, and multimodal emotion analysis.

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About the Author

Bing Liu is a distinguished professor of Computer Science at the University of Illinois at Chicago. His current research interests include sentiment analysis, lifelong machine learning, natural language processing, and data mining. He has published extensively in top conferences and journals, and his research has been cited on the front page of the New York Times. Three of his research papers also received Test-of-Time awards. He is the recipient of ACM SIGKDD Innovation Award in 2018, and is a Fellow of the ACM, AAAI, and IEEE. He served as the Chair of ACM SIGKDD from 2013-2017.

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Publisher
Cambridge University Press
Publication date
2020
Language
English
ISBN 10 
1108486371
ISBN 13 
9781108486378
Binding
Hardcover
Edition number
2
Number of pages
448
Rating
  • 4.07 out of 5 stars
    15 ratings by Goodreads

Other Popular Editions of the Same Title

9781107017894: Sentiment Analysis: Mining Opinions, Sentiments, and Emotions

Featured Edition

ISBN 10:  1107017890 ISBN 13:  9781107017894
Publisher: Cambridge University Press, 2015
Hardcover