Misinformation and Disinformation
Springer International Publishing (Verlag)
978-3-030-95658-5 (ISBN)
- Examines how artificial intelligence (AI) and psychology can aid in detecting mis-/disinformation and the language of deceit in digital media content;
- Suggests practical computational means to intervene and curtail the global 'infodemic' of fake news;
- Presents how AI can sift, sort, and shuffle digital content, to reduce the amount of content needed to be reviewed by humans.
lt;p>Victoria L. Rubin is an Associate Professor at the Faculty of Information and Media Studies and the Director of the Language and Information Technologies Research Lab (LiT.RL) at the University of Western Ontario. She specializes in information retrieval and natural language processing techniques that enable analyses of texts to identify, extract, and organize structured knowledge. At Western , she studies complex human information behaviors that are, at least partly, expressed through language such as deception, uncertainty, credibility, and emotions. Her research on Deception Detection and Automated News Verification has been published in several core workshops on these topics, in prominent information science and computational linguistics conferences, in collections of edited book chapters on social media research methodology, as well as in the Journal of the Association for Information Science and Technology, the Journal of Documentation, and the Canadian Journal of Information and Library Science. Her project entitled Digital Deception Detection: Identifying Deliberate Misinformation in Online News was funded by the Government of Canada Social Sciences and Humanities Research Council (SSHRC) Insight Grant.
Introduction.- Infodemic in the Digital Media Content.- Part I. Human Nature of Deception and Perceptions of Truth.- Psychology of Mis-/Disinformation and Language of Deceit.- Library and Information Science on Credibility and Trust in Computing.- Philosophies of Truth.- Part II. Applied Practices and Artificial Intelligence (AI).- Investigation in Law Enforcement, Journalism, and Sciences.- Manipulation in Marketing, Advertising, and Public Relations.- Artificially Intelligent Solutions: Detection, Debunking, Fact-Checking.- Lessons for Infodemic Control and Future of Digital Content Verification.- Conclusion.
Erscheinungsdatum | 17.06.2023 |
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Zusatzinfo | XX, 289 p. 50 illus., 34 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 531 g |
Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
Technik | |
Schlagworte | ai systems • Automated Clickbait Detection • Countermeasures to Automated Deception Detection • Fake News • Information disorder • machine learning • Mis- and Disinformation • Natural Language Processing |
ISBN-10 | 3-030-95658-X / 303095658X |
ISBN-13 | 978-3-030-95658-5 / 9783030956585 |
Zustand | Neuware |
Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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