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Dive into Misinformation Detection From Unimodal to Multimodal and Multilingual Misinformation Detection /

This book delivers a brief introduction to misinformation, and various novel approaches for solving misinformation detection problems. It considers all kinds of false information as fake news or misinformation and uses the terms fake news and misinformation interchangeably, in text, images, audio an...

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Autori principali: Ekbal, Asif (Autore), Kumari, Rina (Autore)
Ente Autore: SpringerLink (Online service)
Natura: Elettronico eBook
Lingua:inglese
Pubblicazione: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Edizione:1st ed. 2024.
Serie:The Information Retrieval Series, 30
Soggetti:
Information storage and retrieval systems.
Artificial intelligence.
Natural language processing (Computer science).
Computer crimes.
Information Storage and Retrieval.
Artificial Intelligence.
Natural Language Processing (NLP).
Computer Crime.
Accesso online:https://doi.org/10.1007/978-3-031-54834-5
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Sommario:
  • 1. Introduction
  • 2. Recent Advancements in Misinformation Detection
  • 3. Novelty and Emotion in Misinformation Detection
  • 4. Multitasking for Misinformation Detection
  • 5. Multimodality in Misinformation Detection
  • 6. Novelty and Emotion in Multimodal Misinformation Detection
  • 7. Multilinguality in Misinformation Detection
  • 8. Book Summary.

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