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 …

Deep learning for Arabic subjective sentiment analysis: Challenges and research opportunities

AB Nassif, A Elnagar, I Shahin, S Henno - Applied Soft Computing, 2021 - Elsevier
The fields of machine learning and Web technologies have witnessed significant
development in the last years. This caused a ceaseless and rapid growth in sharing of the …

[HTML][HTML] Improving sentiment analysis of Arabic Tweets by One-way ANOVA

M Alassaf, AM Qamar - Journal of King Saud University-Computer and …, 2022 - Elsevier
Social media is an indispensable necessity for modern life. As a result, it is full of people's
opinions, emotions, ideas, and attitudes, whether positive or negative. This abundance of …

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 …

Surface and deep features ensemble for sentiment analysis of arabic tweets

N Al-Twairesh, H Al-Negheimish - IEEE Access, 2019 - ieeexplore.ieee.org
Sentiment analysis (SA) of Arabic tweets is a complex task due to the rich morphology of the
Arabic language and the informal nature of language on Twitter. Previous research on the …

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 …

Arabicdialects: An efficient framework for arabic dialects opinion mining on twitter using optimized deep neural networks

DS Abdelminaam, N Neggaz, IAE Gomaa… - Ieee …, 2021 - ieeexplore.ieee.org
The rapid development of tools for communication such as social networks, tweeting and
Whatsapp has generated a large mass of important textual data. Also, the COVID-19 …

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 …

[HTML][HTML] Ensemble stacking model for sentiment analysis of Emirati and Arabic dialects

AA Al Shamsi, S Abdallah - Journal of King Saud University-Computer and …, 2023 - Elsevier
Sentiment analysis is the process of examining people's opinions and emotions towards
goods, services, organizations, individuals, and other things, through the use of textual data …

Narrow convolutional neural network for Arabic dialects polarity classification

M Alali, NM Sharef, MAA Murad, H Hamdan… - IEEE …, 2019 - ieeexplore.ieee.org
The complexities and tangles of Arabic dialect in orthography and morphology typically
make the sentimental analysis quite challenging. Moreover, most of the classification …