Text and Social Media Analytics for Fake News and Hate Speech Detection is popular PDF and ePub book, written by Hemant Kumar Soni in 2024-08-21, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Text and Social Media Analytics for Fake News and Hate Speech Detection can be Read Online from any device for your convenience.
Text and Social Media Analytics for Fake News and Hate Speech Detection Book PDF Summary
Identifying and stopping the dissemination of fabricated news, hate speech, or deceptive information camouflaged as legitimate news poses a significant technological hurdle. This book presents emergent methodologies and technological approaches of natural language processing through machine learning for counteracting the spread of fake news and hate speech on social media platforms. • Covers various approaches, algorithms, and methodologies for fake news and hate speech detection. • Explains the automatic detection and prevention of fake news and hate speech through paralinguistic clues on social media using artificial intelligence. • Discusses the application of machine learning models to learn linguistic characteristics of hate speech over social media platforms. • Emphasizes the role of multilingual and multimodal processing to detect fake news. • Includes research on different optimization techniques, case studies on the identification, prevention, and social impact of fake news, and GitHub repository links to aid understanding. The text is for professionals and scholars of various disciplines interested in fake news and hate speech detection.
Detail Book of Text and Social Media Analytics for Fake News and Hate Speech Detection PDF
- Author : Hemant Kumar Soni
- Release : 21 August 2024
- Publisher : CRC Press
- ISBN : 9781040100493
- Genre : Computers
- Total Page : 325 pages
- Language : English
- PDF File Size : 12,6 Mb
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