Arabic text classification methods: Systematic literature review of primary studies

W Alabbas, HM Al-Khateeb… - 2016 4th IEEE …, 2016 - ieeexplore.ieee.org
Recent research on Big Data proposed and evaluated a number of advanced techniques to
gain meaningful information from the complex and large volume of data available on the …

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 …

[PDF][PDF] Analysis and classification of Arabic newspapers' Facebook pages using text mining techniques

SA Salloum, C Mhamdi, M Al-Emran… - International Journal of …, 2017 - journals.sfu.ca
Text mining and sentiment analysis have been the focus of research due to the increasing
availability of opinion data on social networking websites. Current researches dealing with …

Arabic text classification: A review

AH Mohammad - Modern Applied Science, 2019 - ideas.repec.org
Text classification is an important topic. The number of electronic documents available on
line is massive. Text classification aims to classify documents into a set of predefined …

An Arabic text categorization approach using term weighting and multiple reducts

QA Al-Radaideh, MA Al-Abrat - Soft Computing, 2019 - Springer
Text categorization is the process of assigning a predefined category label to an unlabeled
document based on its content. One of the challenges of automatic text categorization is the …

[PDF][PDF] Feel the heat: Emotion detection in Arabic social media content

O Rabie, C Sturm - The International Conference on Data Mining …, 2014 - academia.edu
The automatic detection of emotions in textual parts of social media websites such as
Facebook and Twitter has applications for business development, user interface design …

[PDF][PDF] Arabic text classification algorithm using TFIDF and chi square measurements

A Abu-Errub - International Journal of Computer Applications, 2014 - researchgate.net
Arabic Text Classification Algorithm using TFIDF and Chi Square Measurements Page 1
International Journal of Computer Applications (0975 – 8887) Volume 93 – No 6, May 2014 40 …

Partial Decision Tree Forest: A Machine Learning Model for the Geosciences

E Ozturk Kiyak, G Tuysuzoglu, D Birant - Minerals, 2023 - mdpi.com
As a result of the continuous growth in the amount of geological data, machine learning (ML)
offers an opportunity to contribute to solving problems in geosciences. However, digital …

Semantic ontology-based approach to enhance Arabic text classification

A Hawalah - Big Data and Cognitive Computing, 2019 - mdpi.com
Text classification is a process of classifying textual contents to a set of predefined classes
and categories. As enormous numbers of documents and contextual contents are introduced …

An associative rule-based classifier for Arabic medical text

QA Al-Radaideh, SS Al-Khateeb - International Journal of …, 2015 - inderscienceonline.com
Text classification is one of the methods used for managing, organising and retrieving the
needed data among the huge available text. Several methods have been proposed to …