Price: $88.99 - $62.79
(as of Sep 29, 2024 04:48:16 UTC – Details)
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.
Publisher : Cambridge University Press; 2nd edition (November 12, 2020)
Language : English
Hardcover : 448 pages
ISBN-10 : 1108486371
ISBN-13 : 978-1108486378
Item Weight : 1.72 pounds
Dimensions : 6.25 x 1.25 x 9.25 inches
