Text and social media analytics for fake news and hate speech detection:
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...
Gespeichert in:
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| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton ; London ; New York
CRC Press, Taylor & Francis Group
2025
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| Schlagworte: | |
| Zusammenfassung: | 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 |
| Beschreibung: | xviii, 306 Seiten Diagramme |
| ISBN: | 9781032526621 9781032529752 |
Internformat
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| 520 | |a 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 | ||
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Datensatz im Suchindex
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| illustrated | Not Illustrated |
| indexdate | 2024-12-06T13:12:48Z |
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| isbn | 9781032526621 9781032529752 |
| language | English |
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| physical | xviii, 306 Seiten Diagramme |
| publishDate | 2025 |
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| publisher | CRC Press, Taylor & Francis Group |
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| spelling | Text and social media analytics for fake news and hate speech detection edited by Hemant Kumar Soni, Sanjiv Sharma, and G. R. Sinha Boca Raton ; London ; New York CRC Press, Taylor & Francis Group 2025 xviii, 306 Seiten Diagramme txt rdacontent n rdamedia nc rdacarrier 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 Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Automatische Sprachanalyse (DE-588)4129935-8 gnd rswk-swf Social Media (DE-588)4639271-3 gnd rswk-swf Hassrede (DE-588)1155206169 gnd rswk-swf Desinformation (DE-588)4252093-9 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Desinformation (DE-588)4252093-9 s Hassrede (DE-588)1155206169 s Social Media (DE-588)4639271-3 s Automatische Sprachanalyse (DE-588)4129935-8 s Künstliche Intelligenz (DE-588)4033447-8 s DE-604 Kumar Soni, Hemant edt Sharma, Sanjiv edt Sinha, G. R. 1975- Sonstige (DE-588)120734642X oth Erscheint auch als Online-Ausgabe 9781003409519 |
| spellingShingle | Kumar Soni, Hemant Text and social media analytics for fake news and hate speech detection Künstliche Intelligenz (DE-588)4033447-8 gnd Automatische Sprachanalyse (DE-588)4129935-8 gnd Social Media (DE-588)4639271-3 gnd Hassrede (DE-588)1155206169 gnd Desinformation (DE-588)4252093-9 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4129935-8 (DE-588)4639271-3 (DE-588)1155206169 (DE-588)4252093-9 (DE-588)4143413-4 |
| title | Text and social media analytics for fake news and hate speech detection |
| title_auth | Text and social media analytics for fake news and hate speech detection |
| title_exact_search | Text and social media analytics for fake news and hate speech detection |
| title_full | Text and social media analytics for fake news and hate speech detection edited by Hemant Kumar Soni, Sanjiv Sharma, and G. R. Sinha |
| title_fullStr | Text and social media analytics for fake news and hate speech detection edited by Hemant Kumar Soni, Sanjiv Sharma, and G. R. Sinha |
| title_full_unstemmed | Text and social media analytics for fake news and hate speech detection edited by Hemant Kumar Soni, Sanjiv Sharma, and G. R. Sinha |
| title_short | Text and social media analytics for fake news and hate speech detection |
| title_sort | text and social media analytics for fake news and hate speech detection |
| topic | Künstliche Intelligenz (DE-588)4033447-8 gnd Automatische Sprachanalyse (DE-588)4129935-8 gnd Social Media (DE-588)4639271-3 gnd Hassrede (DE-588)1155206169 gnd Desinformation (DE-588)4252093-9 gnd |
| topic_facet | Künstliche Intelligenz Automatische Sprachanalyse Social Media Hassrede Desinformation Aufsatzsammlung |
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