An optimized deep learning approach for suicide detection through Arabic tweets

NA Baghdadi, A Malki, HM Balaha… - PeerJ Computer …, 2022 - peerj.com
Many people worldwide suffer from mental illnesses such as major depressive disorder
(MDD), which affect their thoughts, behavior, and quality of life. Suicide is regarded as the …

An analysis of customer perception using lexicon-based sentiment analysis of Arabic Texts framework

O Alsemaree, AS Alam, SS Gill, S Uhlig - Heliyon, 2024 - cell.com
Abstract Sentiment Analysis (SA) employing Natural Language Processing (NLP) is pivotal
in determining the positivity and negativity of customer feedback. Although significant …

Effect of stemming on text similarity for Arabic language at sentence level

MO Alhawarat, H Abdeljaber, A Hilal - PeerJ Computer Science, 2021 - peerj.com
Abstract Semantic Text Similarity (STS) has several and important applications in the field of
Natural Language Processing (NLP). The Aim of this study is to investigate the effect of …

Enhancing Moroccan Dialect Sentiment Analysis through Optimized Preprocessing and transfer learning Techniques

Y Matrane, F Benabbou, Z Ellaky - IEEE Access, 2024 - ieeexplore.ieee.org
This work investigates the challenges of sentiment analysis for Moroccan Arabic dialect
(MD), where the lack of dialect-specific preprocessing methods complicates natural …

Flexible Semantic Qur'an Question Answering Using Graph-Based Summarization and KNN

D Wardani, HA Syah, A Wijayanto, B Harjito - JOIV: International Journal on …, 2024 - joiv.org
Researchers in the computer science field have been attracted by Qur'an-based research.
This research area focuses on representing the ontology-based Qur'an. A semantic-based …

Multi-Label Emotion Classification of Online Learners' Reviews Using Machine Learning

H Makhoukhi, S Roubi - Proceedings of the 2024 5th International …, 2024 - dl.acm.org
Text-based emotion recognition is one of research areas widely developed in applied
computing, but it is highly limited when dealing with online learners. In this study, we …

Extracting Entity Relationship from Arabic Texts

A Shaker, A Aldarf, I Bessmertny - International Conference Artificial …, 2022 - Springer
Abstract Information Extraction (IE) systems extract relations from Arabic texts, an
unstructured dataset, by identifying the entities and relations in a sentence, which is very …

Attaque par ingénierie sociale: les fake news et l'exploitation des émotions

N Khedimallah, T Boutefara - 2022 - dspace.univ-jijel.dz
Avec l'émergence de l'utilisation de l'internet et des TIC, et suite à la demande croissante et
continue d'information, le phénomène de fausses informations a connu une large …