A systematic review of Arabic text classification: areas, applications, and future directions

A Wahdan, M Al-Emran, K Shaalan - Soft Computing, 2024 - Springer
Text classification pertains to the automated procedure of assigning predefined labels or
categories to textual data. A comprehensive review of the existing literature on Arabic text …

A review study on arabic text classification

MM Hijazi, A Zeki, A Ismail - 2022 International Arab …, 2022 - ieeexplore.ieee.org
Documents contain a vast amount of crucial human information. The substantial rise in the
number of electronic documents available for personal or public usage necessitates the …

The use of stemming in the Arabic text and its impact on the accuracy of classification

J Atwan, M Wedyan, Q Bsoul… - Scientific …, 2021 - Wiley Online Library
The ongoing growth in the vast amount of digital documents and other data in the Arabic
language available online has increased the need for classification methods that can deal …

[Retracted] Text Classification Based on Machine Learning and Natural Language Processing Algorithms

H Li, Z Li - Wireless Communications and Mobile Computing, 2022 - Wiley Online Library
Nowadays, with the development of media technology, people receive more and more
information, but the current classification methods have the disadvantages of low …

A Hybrid Attention-Based Transformer Model for Arabic News Classification Using Text Embedding and Deep Learning

MM Hossain, MS Hossain, M Safran, S Alfarhood… - IEEE …, 2024 - ieeexplore.ieee.org
Efficient classification of Arabic news items has become more crucial for efficient information
management and analysis due to the fast growth of online news material. This paper …

An Intelligent Health Care System for Detecting Drug Abuse in Social Media Platforms Based on Low Resource Language

T Kanan, A AbedAlghafer, S AlZu'bi… - … on Audio, Speech …, 2023 - ieeexplore.ieee.org
Lately, the use of the Internet has led to an increase in social networking sites. The world
has become an open environment, and social networking sites have been increasingly used …

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 …

Research on Image Semantic Segmentation Based on Hybrid Cascade Feature Fusion and Detailed Attention Mechanism

Z Du, Y Liang - IEEE Access, 2024 - ieeexplore.ieee.org
In view of the low segmentation accuracy for small-scale object and insufficient
segmentation of local boundary for semantic segmentation methods based on Deep …

Is Arabic text categorization a solved task?

A El Kah, I Zeroual - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
The amount of Arabic content on the Internet is being proliferated day by day, scoring the
highest growth among the top online languages during the last two decades. Arabic is the …