Fake News Detection Revisited: An Extensive Review of Theoretical Frameworks, Dataset Assessments, Model Constraints, and Forward-Looking Research Agendas

Fake News Detection Revisited: An Extensive Review of Theoretical Frameworks, Dataset Assessments, Model Constraints, and Forward-Looking Research Agendas

The emergence and acceptance of digital technology have caused information pollution and an infodemic on Online Social Networks (OSNs), blogs, and online websites. The malicious broadcast of illegal, objectionable and misleading content causes behavioural changes and social unrest, impacts economic...

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Bibliographic Details
Main Authors: Sheetal Harris, Hassan Jalil Hadi, Naveed Ahmad, Mohammed Ali Alshara
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Technologies
Subjects:
fake news detection
dataset evaluation
machine learning
deep learning
natural language processing
social networks
Online Access:https://www.mdpi.com/2227-7080/12/11/222
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