A Comprehensive Review on Fake News Detection Using Machine Learning

Joshiyara Mukeshkumar K,Prashant Halavadiya,Naisargi Oza

A Comprehensive Review on Fake News Detection Using Machine Learning

Authors

Joshiyara Mukeshkumar K,Prashant Halavadiya,Naisargi Oza

Keywords:

fake news, misinformation, machine learning, deep learning, datasets, explainability, multimodal, evaluation

Abstract

Fake news—intentionally false or misleading information presented as news—has become amajor societal problem amplified by social media platforms. This survey reviews machine learning (ML) and deep learning

References

Ahmed, H., Traore, I., & Saad, S. (2020). Detecting opinion spams and fake news using text classification. Security and Privacy, 3(1), 1–17.

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Published

2024-09-25

How to Cite

Joshiyara Mukeshkumar K,Prashant Halavadiya,Naisargi Oza. (2024). A Comprehensive Review on Fake News Detection Using Machine Learning. Journal of Computational Analysis and Applications (JoCAAA), 33(08), 2836–2853. Retrieved from https://eudoxuspress.com/index.php/pub/article/view/4487