Computational Intelligence Methods for Sentiment Analysis in Natural Language Processing Applications

Computational Intelligence Methods for Sentiment Analysis in Natural Language Processing Applications
Author :
Publisher : Elsevier
Total Pages : 296
Release :
ISBN-10 : 9780443220104
ISBN-13 : 0443220107
Rating : 4/5 (107 Downloads)

Book Synopsis Computational Intelligence Methods for Sentiment Analysis in Natural Language Processing Applications by : D. Jude Hemanth

Download or read book Computational Intelligence Methods for Sentiment Analysis in Natural Language Processing Applications written by D. Jude Hemanth and published by Elsevier. This book was released on 2024-01-19 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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. - 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


Computational Intelligence Methods for Sentiment Analysis in Natural Language Processing Applications Related Books

Computational Intelligence Methods for Sentiment Analysis in Natural Language Processing Applications
Language: en
Pages: 296
Authors: D. Jude Hemanth
Categories: Computers
Type: BOOK - Published: 2024-01-19 - Publisher: Elsevier

DOWNLOAD EBOOK

Sentiment Analysis has become increasingly important in recent years for nearly all online applications. Sentiment Analysis depends heavily on Artificial Intell
Natural Language Processing: Concepts, Methodologies, Tools, and Applications
Language: en
Pages: 1704
Authors: Management Association, Information Resources
Categories: Computers
Type: BOOK - Published: 2019-11-01 - Publisher: IGI Global

DOWNLOAD EBOOK

As technology continues to become more sophisticated, a computer’s ability to understand, interpret, and manipulate natural language is also accelerating. Per
Natural Language Processing in Artificial Intelligence
Language: en
Pages: 297
Authors: Brojo Kishore Mishra
Categories: Science
Type: BOOK - Published: 2020-11-01 - Publisher: CRC Press

DOWNLOAD EBOOK

This volume focuses on natural language processing, artificial intelligence, and allied areas. Natural language processing enables communication between people
Natural Language Processing with SAS
Language: en
Pages: 74
Authors:
Categories:
Type: BOOK - Published: 2020-08-31 - Publisher:

DOWNLOAD EBOOK

Natural Language Processing (NLP) is a branch of artificial intelligence that helps computers understand, interpret, and emulate written or spoken human languag
Neural Network Methods for Natural Language Processing
Language: en
Pages: 20
Authors: Yoav Goldberg
Categories: Computers
Type: BOOK - Published: 2022-06-01 - Publisher: Springer Nature

DOWNLOAD EBOOK

Neural networks are a family of powerful machine learning models. This book focuses on the application of neural network models to natural language data. The fi