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 …

Deep Recurrent neural network vs. support vector machine for aspect-based sentiment analysis of Arabic hotels' reviews

M Al-Smadi, O Qawasmeh, M Al-Ayyoub… - Journal of computational …, 2018 - Elsevier
In this research, state-of-the-art approaches based on supervised machine learning are
presented to address the challenges of aspect-based sentiment analysis (ABSA) of Arabic …

Using long short-term memory deep neural networks for aspect-based sentiment analysis of Arabic reviews

M Al-Smadi, B Talafha, M Al-Ayyoub… - International Journal of …, 2019 - Springer
This paper proposes a state-of-the-art research for aspect-based sentiment analysis of
Arabic Hotels' reviews using two implementations of long short-term memory (LSTM) neural …

Enhancing aspect-based sentiment analysis of Arabic hotels' reviews using morphological, syntactic and semantic features

M Al-Smadi, M Al-Ayyoub, Y Jararweh… - Information Processing & …, 2019 - Elsevier
This research presents an enhanced approach for Aspect-Based Sentiment Analysis (ABSA)
of Hotels' Arabic reviews using supervised machine learning. The proposed approach …

Arabic aspect-based sentiment analysis: A systematic literature review

R Obiedat, D Al-Darras, E Alzaghoul… - IEEE Access, 2021 - ieeexplore.ieee.org
Recently sentiment analysis in Arabic has attracted much attention from researchers. A
modest number of studies have been conducted on Arabic sentiment analysis. However …

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 …

Aspect-based sentiment analysis: an overview in the use of Arabic language

R Bensoltane, T Zaki - Artificial Intelligence Review, 2023 - Springer
Sentiment analysis has become one of the most active research areas in natural language
processing, and the Arabic language retains its importance in this field. It is so because of …

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 aspect-based sentiment classification using Seq2Seq dialect normalization and transformers

MEA Chennafi, H Bedlaoui, A Dahou, MAA Al-qaness - Knowledge, 2022 - mdpi.com
Sentiment analysis is one of the most important fields of natural language processing due to
its wide range of applications and the benefits associated with using it. It is defined as …