Wow! eBook
Computational Intelligence Methods for Sentiment Analysis in Natural Language Processing Applications
Author(s): Hemanth
- Publisher: Morgan Kaufmann
- Publication Date: 25 Jan. 2024
- Language: English
- Print length: 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
