Operating machine learning across natural language processing techniques for improvement of fabricated news model

K Sharifani, M Amini, Y Akbari… - … Journal of Science …, 2022 - papers.ssrn.com
Fake news or fabricated news, refers to false information published under the guise of being
authentic news, often to influence political views. Fabricated news articles are a threat to …

[PDF][PDF] Hunter Prey Optimization with Hybrid Deep Learning for Fake News Detection on Arabic Corpus.

HJ Alshahrani, AQA Hassan, K Tarmissi… - … Materials & Continua, 2023 - cdn.techscience.cn
Nowadays, the usage of social media platforms is rapidly increasing, and rumours or false
information are also rising, especially among Arab nations. This false information is harmful …

Arabic Fake News Detection in Social Media Context Using Word Embeddings and Pre-trained Transformers

M Azzeh, A Qusef, O Alabboushi - Arabian Journal for Science and …, 2024 - Springer
The quick spread of fake news in different languages on social platforms has become a
global scourge threatening societal security and the government. Fake news is usually …

A machine learning technique for detection of social media fake news

MO Arowolo, S Misra, RO Ogundokun - International Journal on …, 2023 - igi-global.com
The emergence of the Internet and the growing development of online platforms (like
Facebook and Instagram) opened the way for disseminating information that hasn't been …

Survey of machine learning techniques for Arabic fake news detection

I Touahri, A Mazroui - Artificial Intelligence Review, 2024 - Springer
Social media platforms have emerged as primary information sources, offering easy access
to a wide audience. Consequently, a significant portion of the global population relies on …

Improving Prediction of Arabic Fake News Using ELMO's Features Based Tri-Ensemble Model and LIME XAI

T Aljrees - IEEE Access, 2024 - ieeexplore.ieee.org
The proliferation of fake news poses a substantial and persistent threat to information
integrity, necessitating the development of robust detection mechanisms. In response to this …

Mountain Gazelle Optimizer with Deep Learning Driven Satirical News Classification on Low-resource Language Corpus

BB Al-Onazi, F Alotaibi, AQA Hassan… - ACM Transactions on …, 2023 - dl.acm.org
The development of satirical and fake news on digital platforms has source of major concern
about the spread of misinformation and its control on society. As part of the Arabic language …

Ensemble Learning with optimum Feature Selection for Tweet Fake News Detection using the Dragonfly approach

SM Saadi, W Al-Jawher - 2023 16th International Conference …, 2023 - ieeexplore.ieee.org
The rise of bogus news on social media necessitates robust detection techniques. This is
especially important in Arabic-speaking online communities, where disinformation is …

Ensemble-Based Machine Learning Approach for Detecting Arabic Fake News on Twitter.

SM Saadi, W Al-Jawher - Revue d'Intelligence Artificielle, 2024 - search.ebscohost.com
The rise of social media platforms has led to a significant increase in the spread of false or
misleading information, which has become a major issue of concern. Twitter faces the …

[PDF][PDF] Machine Learning for Arabic Fake News Detection with Word Embedding During Covid-19 Pandemic

AN Hasoon, RN Ismail… - International Journal of …, 2022 - researchgate.net
Virus corona causes a big storm of media, especially when it appeared in 2020. As a result
of that, a large number of fake news are spread in a social media such as tweeter. Therefore …