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 …

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 …

The depression anxiety stress scale 21: development and validation of the depression anxiety stress scale 8-item in psychiatric patients and the general public for …

AM Ali, AA Alkhamees, H Hori, Y Kim… - International journal of …, 2021 - mdpi.com
Despite extensive investigations of the Depression Anxiety Stress Scales-21 (DASS-21)
since its development in 1995, its factor structure and other psychometric properties still …

Using word embedding and ensemble learning for highly imbalanced data sentiment analysis in short arabic text

S Al-Azani, ESM El-Alfy - Procedia Computer Science, 2017 - Elsevier
Sentiment analysis has gained increasing importance with the massive increase of online
content. Although several studies have been conducted for western languages, not much …

Arsentd-lev: A multi-topic corpus for target-based sentiment analysis in arabic levantine tweets

R Baly, A Khaddaj, H Hajj, W El-Hajj… - arXiv preprint arXiv …, 2019 - arxiv.org
Sentiment analysis is a highly subjective and challenging task. Its complexity further
increases when applied to the Arabic language, mainly because of the large variety of …

A review on Arabic sentiment analysis: state-of-the-art, taxonomy and open research challenges

MEM Abo, RG Raj, A Qazi - IEEE Access, 2019 - ieeexplore.ieee.org
Due to the significant use of Arabic language in social media networks, the demand for
Arabic sentiment analysis has increased rapidly. Although, numerous sentiment analysis …

[PDF][PDF] A proposed lexicon-based sentiment analysis approach for the vernacular Algerian Arabic

M Mataoui, O Zelmati, M Boumechache - Research in Computing …, 2016 - rcs.cic.ipn.mx
Nowadays, sentiment analysis research is widely applied in a variety of applications such as
marketing and politics. Several studies on the Arabic sentiment analysis have been carried …

Hybrid deep learning for sentiment polarity determination of Arabic microblogs

S Al-Azani, ESM El-Alfy - … ICONIP 2017, Guangzhou, China, November 14 …, 2017 - Springer
In this study, we investigate various deep learning models based on convolutional neural
networks (CNNs) and Long Short Term Memory (LSTM) recurrent neural networks for …

Sentiment analysis of Twitter data through machine learning techniques

A López-Chau, D Valle-Cruz… - Software engineering in …, 2020 - Springer
Cloud computing is a revolutionary technology for businesses, governments, and citizens.
Some examples of Software-as-a-Services (SaaS) of cloud computing are banking apps, e …

Detecting hate speech against politicians in Arabic community on social media

I Guellil, A Adeel, F Azouaou, S Chennoufi… - International Journal of …, 2020 - emerald.com
Purpose This paper aims to propose an approach for hate speech detection against
politicians in Arabic community on social media (eg Youtube). In the literature, similar works …