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 …

Improved whale optimization algorithm for feature selection in Arabic sentiment analysis

M Tubishat, MAM Abushariah, N Idris, I Aljarah - Applied Intelligence, 2019 - Springer
To help individuals or companies make a systematic and more accurate decisions,
sentiment analysis (SA) is used to evaluate the polarity of reviews. In SA, feature selection …

The corpus based approach to sentiment analysis in modern standard Arabic and Arabic dialects: A literature review

A Alnawas, N Arici - Politeknik Dergisi, 2018 - dergipark.org.tr
Sentiment Analysis, is the analysis of ideas, emotions, evaluations, values, attitudes and
feelings about products, services, companies, individuals, tasks, events, titles and their …

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 …

A comparative study of feature selection methods for dialectal Arabic sentiment classification using support vector machine

O Al-Harbi - arxiv preprint arxiv:1902.06242, 2019 - arxiv.org
Unlike other languages, the Arabic language has a morphological complexity which makes
the Arabic sentiment analysis is a challenging task. Moreover, the presence of the dialects in …

[PDF][PDF] Different valuable tools for Arabic sentiment analysis: a comparative evaluation.

Y Zahidi, Y El Younoussi, Y Al-Amrani - International Journal of Electrical …, 2021 - core.ac.uk
Arabic Natural language processing (ANLP) is a subfield of artificial intelligence (AI) that
tries to build various applications in the Arabic language like Arabic sentiment analysis …

Sentiment analysis for Arabic language: A brief survey of approaches and techniques

M Alrefai, H Faris, I Aljarah - arxiv preprint arxiv:1809.02782, 2018 - arxiv.org
With the emergence of Web 2.0 technology and the expansion of on-line social networks,
current Internet users have the ability to add their reviews, ratings and opinions on social …

Initialization of feature selection search for classification

M Luque-Rodriguez, J Molina-Baena… - Journal of Artificial …, 2022 - jair.org
Selecting the best features in a dataset improves accuracy and efficiency of classifiers in a
learning process. Datasets generally have more features than necessary, some of them …

[PDF][PDF] An Ameliorated Ensemble Approach for IoT Resource Feature Selection Based on Discriminating and Service Relevance Criteria.

VC Pathayapuram, AA Chikkamannur - International Journal of Intelligent …, 2021 - inass.org
Internet of Things (IoT) paradigm merges the physical world into digital world with
proliferation of smart solutions in various domains. These smart solutions leverage the …

A comparative study of genetic algorithm in sentiment analysis

R Katarya, A Yadav - … on Inventive Systems and Control (ICISC), 2018 - ieeexplore.ieee.org
Due to increase in competition, social media is playing a big role in increasing the potential
customers for many organizations. Sentiment analysis is an important tool for analyzing the …