[HTML][HTML] Freely available Arabic corpora: A scoping review

A Ahmed, N Ali, M Alzubaidi, W Zaghouani… - Computer Methods and …, 2022 - Elsevier
Background Corpora play a vital role when training machine learning (ML) models and
building systems that use natural language processing (NLP). It can be challenging for …

Political Arabic articles orientation using rough set theory with sentiment lexicon

JK Alwan, AJ Hussain, DH Abd, AT Sadiq… - IEEE …, 2021 - ieeexplore.ieee.org
Sentiment analysis is an emerging research field that can be integrated with other domains,
including data mining, natural language processing and machine learning. In political …

Political Arabic articles classification based on machine learning and hybrid vector

DH Abd, AT Sadiq, AR Abbas - 2020 5th International …, 2020 - ieeexplore.ieee.org
Recently, there was substantial growth in the opinion data and the number of weblogs in the
world wide web (WWW). The capability for automatically determining an article's political …

[PDF][PDF] Hunter Prey Optimization with Hybrid Deep Learning for Fake News Detection on Arabic Corpus.

HJ Alshahrani, AQA Hassan, K Tarmissi… - … Materials & Continua, 2023 - cdn.techscience.cn
Nowadays, the usage of social media platforms is rapidly increasing, and rumours or false
information are also rising, especially among Arab nations. This false information is harmful …

[HTML][HTML] Categorization of Arabic posts using Artificial Neural Network and hash features

DH Abd, W Khan, B Khan, N Alharbe… - Journal of King Saud …, 2023 - Elsevier
Sentiment analysis is an important study topic with diverse application domains including
social network monitoring and automatic analysis of the body of natural language …

Sentiment analysis of political post classification based on XGBoost

AA Nsaif, DH Abd - Proceedings of International Conference on Computing …, 2022 - Springer
The number of Websites and the volume of posts published on the Internet have increased
dramatically in recent years. The ability to automatically assess the political polarity of a post …

Arabic light stemmer based on ISRI stemmer

DH Abd, W Khan, KA Thamer, AJ Hussain - … Computing Theories and …, 2021 - Springer
The process of stemming is considered as one of the most essential steps in natural
language processing and retrieving information. Nevertheless, in Arabic language, the task …

An Expert System to Detect Political Arabic Articles Orientation Using CatBoost Classifier Boosted by Multi-Level Features.

SM Darwish, ARM Sabri, DH Abd… - … Systems Science & …, 2024 - search.ebscohost.com
The number of blogs and other forms of opinionated online content has increased
dramatically in recent years. Many fields, including academia and national security, place an …

[PDF][PDF] PoliTun: Tunisian Political Dataset for Detecting Public Opinions and Categories Orientation

C Fourati, R Hammami, C Latiri… - Proceedings of the 7th …, 2024 - aclanthology.org
In recent years, social media platforms and online forums have become essential sources of
political discourse, reflecting the ever-evolving dynamics of societal opinions and …

Improving Intrusion Detection System Based On Long Short-Term Memory and Principal Component Analysis

B Mohammed, EK Gbashi - Tech-Knowledge, 2021 - uoajournal.com
Intrusion detection system is responsible for monitoring the systems and detect attacks,
whether on (host or on a network) and identifying attacks that could come to the system and …