Contribution to Arabic Text Classification Using Machine Learning Techniques

I Jamaleddyn, M Biniz - International Conference on Business Intelligence, 2021 - Springer
With the increase of text stored in electronic format, it is no longer possible for humans to
understand all the incoming data or even categorize it. We need an automatic text …

[PDF][PDF] Arabic Text Classification Using Support Vector Machines.

TF Gharib, MB Habib, ZT Fayed - Int. J. Comput. Their Appl., 2009 - researchgate.net
Text classification (TC) is the process of classifying documents into a predefined set of
categories based on their content. Arabic language is highly inflectional and derivational …

Arabic text categorization using support vector machine, Naïve Bayes and neural network

AH Mohammad, T Alwada 'n, O Al-Momani - GSTF Journal on Computing …, 2016 - Springer
Text classification is a very important area in information retrieval. Text classification
techniques used to classify documents into a set of predefined categories. There are several …

Machine Learning for Arabic Text Classification: A Comparative Study

D Bouchiha, A Bouziane, N Doumi - Malaysian Journal of Science …, 2022 - mjsat.com.my
The ultimate aim of Machine Learning (ML) is to make machine acts like a human. In
particular, ML algorithms are widely used to classify texts. Text classification is the process of …

Comparative study on Arabic text classification: challenges and opportunities

MKB Melhem, L Abualigah, RA Zitar… - … applications with deep …, 2022 - Springer
There have been great improvements in web technology over the past years which heavily
loaded the Internet with various digital contents of different fields. This made finding certain …

[PDF][PDF] A closer look at arabic text classification

MAR Abdeen, S AlBouq… - International …, 2019 - pdfs.semanticscholar.org
The world has witnessed an information explosion in the past two decades. Electronic
devices are now available in many varieties such as PCs, Laptops, book readers, mobile …

[PDF][PDF] A Comparative Study on Different Types of Approaches to the Arabic text classification

R Mamoun, MA Ahmed - … of the 1st International Conference of …, 2014 - academia.edu
The numbers of Arabic documents which published online are in the orders of millions and
millions. This resulted by the progress in digital data and storage technology. The task of …

Comparative study of Arabic text categorization using feature selection techniques and four classifier models

S Bahassine, A Madani, M Kissi - Proceedings of the 13th International …, 2020 - dl.acm.org
Text classification is the process of assigning appropriate categories to free text according to
its content. It is one of the important task in Text mining. Numerous studies have been …

[PDF][PDF] Arabic text categorization using machine learning approaches

R Alshammari - … Journal of Advanced Computer Science and …, 2018 - researchgate.net
Arabic Text categorization is considered one of the severe problems in classification using
machine learning algorithms. Achieving high accuracy in Arabic text categorization depends …

Comparative study of Arabic text classification using feature vectorization methods

T Sabri, O El Beggar, M Kissi - Procedia Computer Science, 2022 - Elsevier
Abstract Arabic Text Classification (ATC) also known Arabic text categorization is the task of
assigning categories to Arabic documents based on their contents. It is mostly used for …