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 …

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 …

Arasenti-tweet: A corpus for arabic sentiment analysis of saudi tweets

N Al-Twairesh, H Al-Khalifa, AM Al-Salman… - Procedia Computer …, 2017 - Elsevier
Abstract Arabic Sentiment Analysis is an active research area these days. However, the
Arabic language still lacks sufficient language resources to enable the tasks of sentiment …

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 …

[HTML][HTML] A comprehensive study for Arabic sentiment analysis (challenges and applications)

A Alsayat, N Elmitwally - Egyptian Informatics Journal, 2020 - Elsevier
Arabic language processing works on multiple levels; less often, these complementary
levels synergize well with each other. Arabic Language Sentiment Analysis (ALSA) levels …

Classification of arabic tweets: A review

M Alruily - Electronics, 2021 - mdpi.com
Text classification is a prominent research area, gaining more interest in academia, industry
and social media. Arabic is one of the world's most famous languages and it had a …

Sentiment classification techniques for Arabic language: A survey

M Biltawi, W Etaiwi, S Tedmori… - 2016 7th International …, 2016 - ieeexplore.ieee.org
With the advent of online data, sentiment analysis has received growing attention in recent
years. Sentiment analysis aims to determine the overall sentiment orientation of a speaker or …

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 …

Sentiment analysis for arabic reviews using machine learning classification algorithms

AA Sayed, E Elgeldawi, AM Zaki… - … on Innovative Trends in …, 2020 - ieeexplore.ieee.org
Sentiment Analysis (SA) is an increasingly important field of study, also known as opinion
mining, as it has the ability to identify the emotional tone of a source material as being either …