A review of sentiment analysis research in Arabic language

O Oueslati, E Cambria, MB HajHmida… - Future Generation …, 2020 - Elsevier
Sentiment analysis is a task of natural language processing that has recently attracted
increasing attention. However, sentiment analysis research has mainly been carried out for …

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 …

[HTML][HTML] Sentiment analysis in Arabic: A review of the literature

N Boudad, R Faizi, ROH Thami, R Chiheb - Ain Shams Engineering …, 2018 - Elsevier
Within the last couple of years, Sentiment Analysis in Arabic has gained a considerable
interest from the research community. In this respect, the objective of this paper is to provide …

Intermediate-task transfer learning with BERT for sarcasm detection

E Savini, C Caragea - Mathematics, 2022 - mdpi.com
Sarcasm detection plays an important role in natural language processing as it can impact
the performance of many applications, including sentiment analysis, opinion mining, and …

A study of the effects of stemming strategies on arabic document classification

YA Alhaj, J Xiang, D Zhao, MAA Al-Qaness… - IEEE …, 2019 - ieeexplore.ieee.org
Stemming is one of the most effective techniques, which has been adopted in many
applications, such as machine learning, machine translation, document classification (DC) …

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 developing models for sentiment analysis, the …

Arabic document classification: performance investigation of preprocessing and representation techniques

AY Muaad, HJ Davanagere, DS Guru… - Mathematical …, 2022 - Wiley Online Library
With the increasing number of online social posts, review comments, and digital
documentations, the Arabic text classification (ATC) task has been hugely required for many …

User satisfaction with Arabic COVID-19 apps: Sentiment analysis of users' reviews using machine learning techniques

M Ramzy, B Ibrahim - Information Processing & Management, 2024 - Elsevier
Digital technologies such as mobile health (mHealth) apps with a variety of features can be
essential tools for controlling pandemics. Therefore, many Arab countries have launched …

A web-based tool for Arabic sentiment analysis

M El-Masri, N Altrabsheh, H Mansour… - Procedia Computer …, 2017 - Elsevier
Sentiment analysis can help analyse trending topics such as political crises and predict it
before it occurs. Yet, analysing sentiments in Arabic texts has not been explored much in the …

Subjectivity and sentiment analysis of Arabic: trends and challenges

N Al-Twairesh, H Al-Khalifa… - 2014 IEEE/ACS 11th …, 2014 - ieeexplore.ieee.org
Recently, subjectivity and sentiment analysis of Arabic has received much attention from the
research community. In the past two years, an enormous number of references in the field …