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] A survey on sentiment analysis challenges

DMEDM Hussein - Journal of King Saud University-Engineering Sciences, 2018 - Elsevier
With accelerated evolution of the internet as websites, social networks, blogs, online portals,
reviews, opinions, recommendations, ratings, and feedback are generated by writers. This …

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 survey on classification techniques for opinion mining and sentiment analysis

F Hemmatian, MK Sohrabi - Artificial intelligence review, 2019 - Springer
Opinion mining is considered as a subfield of natural language processing, information
retrieval and text mining. Opinion mining is the process of extracting human thoughts and …

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 …

Sentiment analysis of Arabic tweets using deep learning

M Heikal, M Torki, N El-Makky - Procedia Computer Science, 2018 - Elsevier
Sentiment analysis is the computational study of people's opinions, attitudes and emotions
toward entities, individuals, issues, events or topics. A lot of research has been done to …

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 …

Multi-label arabic text classification in online social networks

A Omar, TM Mahmoud, T Abd-El-Hafeez, A Mahfouz - Information Systems, 2021 - Elsevier
Abstract Online Social Networks (OSNs) are the most popular interactive media for
communicating, posting, and sharing indefinite amounts of personal information. However …

Word embeddings and convolutional neural network for arabic sentiment classification

A Dahou, S **ong, J Zhou, MH Haddoud… - Proceedings of coling …, 2016 - aclanthology.org
With the development and the advancement of social networks, forums, blogs and online
sales, a growing number of Arabs are expressing their opinions on the web. In this paper, a …

How translation alters sentiment

SM Mohammad, M Salameh, S Kiritchenko - Journal of Artificial Intelligence …, 2016 - jair.org
Sentiment analysis research has predominantly been on English texts. Thus there exist
many sentiment resources for English, but less so for other languages. Approaches to …