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Text and Social Media Analytics for Fake News and Hate Speech Detection

Text and Social Media Analytics for Fake News and Hate Speech Detection (Hardcover, 1)

G. R. Sinha, Sanjiv Sharma, Hemant Kumar Soni (엮은이)
Chapman and Hall/CRC
279,000원

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Text and Social Media Analytics for Fake News and Hate Speech Detection
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책 정보

· 제목 : Text and Social Media Analytics for Fake News and Hate Speech Detection (Hardcover, 1) 
· 분류 : 외국도서 > 인문/사회 > 사회과학 > 미디어학
· ISBN : 9781032526621
· 쪽수 : 324쪽
· 출판일 : 2024-08-21

목차

1.?Analysis of fake news detection and prevention of various fake news detection algorithms and its research challenges 2. Detection and Prevention of Fake News and Hate Speech through Artificial Intelligence Learning Techniques and Natural Language Processing 3. Detection of Fake News and Hate Crimes on Elections using Machine learning Approaches 4. Analytics of text and social media for Challenges of Hateful & Offensive Speech Detection 5. The Ripple Effect of Fake News and Hate Speech on Elections and its countermeasures using Machine Learning Methodologies: A Critical Analysis 6. Explainable Models for the Detection of Incidents of Fake News and Hate Speech 7. Gender biases and politics: The semiotics of hate speech on the internet 8. Social Media Platforms and COVID-19 Related Misinformation in India: Acceptance, Spread, and Implications 9. SIR Model for Understanding the Spread of Fake News and Hate Speech 10. Impact on Fake News in Social Media and Current Technology in Detection of Fake News in Social Media 11. The role of the connotative meaning of Emotive Expressions in Shaping Political Conflicts. An Analytical study of Political Emotive Expressions in Arab Spring Countries 12. Detecting Fake News and Hate Speech Using Machine Learning: An Overview of Frameworks 13. Hate content identification in code-mixed social media data 14. Social Media Skirmish: Dealing with fake news, misleading information and propaganda using AI and ML 15. Detection and prevention of fake news and hate speech through machine learning and natural language processing 16. Fake News and Hate Speech: Influence on society and Detection by Machine Language

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