A comprehensive survey of arabic sentiment analysis

M Al-Ayyoub, AA Khamaiseh, Y Jararweh… - Information processing & …, 2019 - Elsevier
Sentiment analysis (SA) is a continuing field of research that lies at the intersection of many
fields such as data mining, natural language processing and machine learning. It is …

Deep learning for Arabic subjective sentiment analysis: Challenges and research opportunities

AB Nassif, A Elnagar, I Shahin, S Henno - Applied Soft Computing, 2021 - Elsevier
The fields of machine learning and Web technologies have witnessed significant
development in the last years. This caused a ceaseless and rapid growth in sharing of the …

Sentiment analysis of Arabic tweets using deep learning

M Heikal, M Torki, N El-Makky - Procedia Computer Science, 2018 - Elsevier
Sentiment analysis is the computational study of people's opinions, attitudes and emotions
toward entities, individuals, issues, events or topics. A lot of research has been done to …

Deep bidirectional LSTM network learning-based sentiment analysis for Arabic text

H Elfaik, EH Nfaoui - Journal of Intelligent Systems, 2020 - degruyter.com
Sentiment analysis aims to predict sentiment polarities (positive, negative or neutral) of a
given piece of text. It lies at the intersection of many fields such as Natural Language …

Deep learning for Arabic NLP: A survey

M Al-Ayyoub, A Nuseir, K Alsmearat, Y Jararweh… - Journal of computational …, 2018 - Elsevier
The recent advances in deep learning (DL) have caused breakthroughs in many fields such
as computer vision, natural language processing (NLP) and speech processing. Many DL …

ASA: A framework for Arabic sentiment analysis

A Oussous, FZ Benjelloun… - Journal of Information …, 2020 - journals.sagepub.com
Sentiment analysis (SA), also known as opinion mining, is a growing important research
area. Generally, it helps to automatically determine if a text expresses a positive, negative or …

[HTML][HTML] A systematic literature review of Arabic dialect sentiment analysis

Y Matrane, F Benabbou, N Sael - … of King Saud University-Computer and …, 2023 - Elsevier
Sentiment analysis is the process of using natural language processing, computational
linguistics, and other text analysis techniques to identify and extract subjective information in …

Arabic sentiment analysis using recurrent neural networks: a review

SO Alhumoud, AA Al Wazrah - Artificial Intelligence Review, 2022 - Springer
Over the last decade, the amount of Arabic content created on websites and social media
has grown significantly. Opinions are shared openly and freely on social media and thus …

Arabic sentiment classification using convolutional neural network and differential evolution algorithm

A Dahou, MA Elaziz, J Zhou… - Computational …, 2019 - Wiley Online Library
In recent years, convolutional neural network (CNN) has attracted considerable attention
since its impressive performance in various applications, such as Arabic sentence …

A survey of opinion mining in Arabic: A comprehensive system perspective covering challenges and advances in tools, resources, models, applications, and …

G Badaro, R Baly, H Hajj, W El-Hajj… - ACM Transactions on …, 2019 - dl.acm.org
Opinion-mining or sentiment analysis continues to gain interest in industry and academics.
While there has been significant progress in develo** models for sentiment analysis, the …