Arabic sentiment analysis: A systematic literature review

A Ghallab, A Mohsen, Y Ali - … Computational Intelligence and …, 2020 - Wiley Online Library
With the recently grown attention from different research communities for opinion mining,
there is an evolving body of work on Arabic Sentiment Analysis (ASA). This paper introduces …

Towards enhancement of a lexicon-based approach for Saudi dialect sentiment analysis

A Assiri, A Emam, H Al-Dossari - Journal of information …, 2018 - journals.sagepub.com
Sentiment analysis (SA) techniques are applied to assess aspects of language that are used
to express feelings, evaluations and opinions in areas such as customer sentiment …

Siaac: Sentiment polarity identification on arabic algerian newspaper comments

H Rahab, A Zitouni, M Djoudi - … Methods in Systems and Software 2017 …, 2018 - Springer
It is a challenging task to identify sentiment polarity in Arabic journals comments. Algerian
daily newspapers interest more and more people in Algeria, and due to this fact they interact …

[PDF][PDF] Tashaphyne: A Python package for Arabic Light Stemming

T Zerrouki - Journal of Open Source Software, 2024 - joss.theoj.org
Stemming is an important task in natural language processing that involves reducing a word
to its root form, or stem. In many cases, stemming can significantly improve the accuracy and …

Clasenti: a class-specific sentiment analysis framework

A Hamdi, K Shaban, A Zainal - ACM Transactions on Asian and Low …, 2018 - dl.acm.org
Arabic text sentiment analysis suffers from low accuracy due to Arabic-specific challenges
(eg, limited resources, morphological complexity, and dialects) and general linguistic issues …

A performance comparison of machine learning classifiers for Covid-19 Arabic Quarantine tweets sentiment analysis

A Mohsen, Y Ali, W Al-Sorori… - … on Emerging Smart …, 2021 - ieeexplore.ieee.org
The COVID-19 pandemic has spread across the world and has become an international
public health emergency. The outbreak of COVID-19 has focused attention on the use of …

Semantic partitioning and machine learning in sentiment analysis

E Fayyoumi, S Idwan - Data, 2021 - mdpi.com
This paper investigates sentiment analysis in Arabic tweets that have the presence of
Jordanian dialect. A new dataset was collected during the coronavirus disease (COVID-19) …

Arabic sentiment analysis towards feelings among COVID-19 outbreak using single and ensemble classifiers

W Al-Sorori, AM Mohsen, Y Ali… - … , System and Service …, 2021 - ieeexplore.ieee.org
The need to study and analyze public opinions about the Corona virus (COVID-19)
pandemic or about those preventive measures that are imposed, led to the emergence of …

[PDF][PDF] Automatic sarcasm detection in Arabic text: A supervised classification approach

MM Abuteir, ES Elsamani - Int. J. New Technol. Res, 2021 - researchgate.net
Sarcasm is a form of communication that is intended to mock or harass someone by using
words with the opposite of their literal meaning. It has an implied negative sentiment, but a …

Business intelligence: the influence of sentiment analysis on small businesses

M Stolard - 2020 - search.proquest.com
The purpose of this study was to explore and understand how small businesses are
interpreting gathered sentiment analysis data with accuracy and speed. The general …