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 …

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 …

The use of word2vec model in sentiment analysis: A survey

S Al-Saqqa, A Awajan - … of the 2019 international conference on artificial …, 2019 - dl.acm.org
Sentiment analysis is an area that gains wide interest from research because of its
importance and advantages in various fields. Different approaches and techniques are used …

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 …

A Comparative analysis of word embedding and deep learning for Arabic sentiment classification

SF Sabbeh, HA Fasihuddin - Electronics, 2023 - mdpi.com
Sentiment analysis on social media platforms (ie, Twitter or Facebook) has become an
important tool to learn about users' opinions and preferences. However, the accuracy of …

A novel deep learning-based multilevel parallel attention neural (MPAN) model for multidomain arabic sentiment analysis

MA El-Affendi, K Alrajhi, A Hussain - IEEE Access, 2021 - ieeexplore.ieee.org
Over the past few years, much work has been done to develop machine learning models
that perform Arabic sentiment analysis (ASA) tasks at various levels and in different …

A semi-supervised approach for sentiment analysis of arab (ic+ izi) messages: Application to the algerian dialect

I Guellil, A Adeel, F Azouaou, F Benali, AE Hachani… - SN Computer …, 2021 - Springer
In this paper, we propose a semi-supervised approach for sentiment analysis of Arabic and
its dialects. This approach is based on a sentiment corpus, constructed automatically and …

Arabic sentiment analysis based on word embeddings and deep learning

N Elhassan, G Varone, R Ahmed, M Gogate… - Computers, 2023 - mdpi.com
Social media networks have grown exponentially over the last two decades, providing the
opportunity for users of the internet to communicate and exchange ideas on a variety of …

Arabic sentiment analysis: studies, resources, and tools

I Guellil, F Azouaou, M Mendoza - Social Network Analysis and Mining, 2019 - Springer
To determine whether a document or a sentence expresses a positive or negative sentiment,
three main approaches are commonly used: the lexicon-based approach, corpus-based …

Deep learning for sentiment analysis of Tunisian dialect

A Masmoudi, J Hamdi, LH Belguith - Computación y Sistemas, 2021 - scielo.org.mx
Automatic sentiment analysis has become one of the fastest growing research areas in the
Natural Language Processing (NLP) field. Despite its importance, this is the first work …