User profiles for Fouzi Harrag

Fouzi Harrag

Full Professor, Computer Science, Ferhat Abbas University, Setif, Algeria
Verified email at univ-setif.dz
Cited by 800

Arabic fake news detection: A fact checking based deep learning approach

F Harrag, MK Djahli - Transactions on Asian and Low-Resource …, 2022 - dl.acm.org
Fake news stories can polarize society, particularly during political events. They undermine
confidence in the media in general. Current NLP systems are still lacking the ability to …

Improving Arabic text categorization using decision trees

F Harrag, E El-Qawasmeh… - 2009 First International …, 2009 - ieeexplore.ieee.org
This paper presents the results of classifying Arabic text documents using a decision tree
algorithm. Experiments are performed over two self collected data corpus and the results show …

Neural Network for Arabic text classification

F Harrag, E El-Qawasmah - 2009 Second International …, 2009 - ieeexplore.ieee.org
This paper proposes the application of Artificial Neural Network for the classification of Arabic
language documents. The automatic classification of Arabic documents using ANN has not …

Text mining approach for knowledge extraction in Sahîh Al-Bukhari

F Harrag - Computers in Human Behavior, 2014 - Elsevier
The areas of information retrieval (IR) and information extraction (IE) are the subject of active
research for several years in the community of Artificial Intelligence and Text Mining. With …

Stemming as a feature reduction technique for Arabic Text Categorization

F Harrag, E El-Qawasmah… - 2011 10th international …, 2011 - ieeexplore.ieee.org
In this paper, a comparative study is conducted for three text preprocessing techniques in
the context of the Arabic text categorization problem using an in-house Arabic dataset. We …

A Review of Arabic Fake News Detection Approaches on Social Media

F Harrag, MK Djahli, KD Haouam - International Conference on Arabic …, 2024 - Springer
Fake news stories can polarize society, particularly during political events. They undermine
confidence in the media in general. Nowadays, it has never been easier to disseminate “fake …

Bert transformer model for detecting Arabic GPT2 auto-generated tweets

F Harrag, M Debbah, K Darwish, A Abdelali - arXiv preprint arXiv …, 2021 - arxiv.org
During the last two decades, we have progressively turned to the Internet and social media
to find news, entertain conversations and share opinion. Recently, OpenAI has developed a …

Event extraction based on deep learning in food hazard Arabic texts

F Harrag, S Gueliani - arXiv preprint arXiv:2008.05014, 2020 - arxiv.org
Social Media websites have disseminated digital devices to the public, making information
sharing easier and faster. Exchanging textual data is the most popular communication among …

[PDF][PDF] Estimating the Sentiment of Arabic Social Media

F Harrag - researchgate.net
Nowadays, social media networks become an important part of people's life. People at social
media are able to share news, exchange information, and express their opinion and ideas …

Vector space model for Arabic information retrieval—application to “Hadith” indexing

F Harrag, A Hamdi-Cherif… - 2008 First International …, 2008 - ieeexplore.ieee.org
The Arabic language is one of the most important languages because it is the sacred and
liturgical language of Islam, one of the influential monotheistic religions of our times. In the post…