Computational Intelligence Methods for Sentiment Analysis in Natural Language Processing Applications
Author: D. Jude Hemanth B.E. M.E. Ph.D (Editor)
Publisher finelybook 出版社: Morgan Kaufmann
Edition 版本: 1st
Publication Date 出版日期: 2024-02-02
Language 语言: English
Print Length 页数: 294 pages
ISBN-10: 0443220093
ISBN-13: 9780443220098
Book Description
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 book’s authors provide readers with an in-depth look at the challenges and associated solutions, including case studies and real-world scenarios from across the globe. Development of scientific and enterprise applications are covered that will aid computer scientists in building practical/real-world AI-based Sentiment Analysis systems. 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.
- Includes basic concepts, technical explanations, and case studies for in-depth explanation of the Sentiment Analysis
- Aids computer scientists in developing practical/real-world AI-based Sentiment Analysis systems
- Provides readers with real-world development applications of AI-based Sentiment Analysis, including transfer learning for opinion mining from pandemic medical data, sarcasm detection using neural networks in human-computer interaction, and emotion detection using the random-forest algorithm
