Classification of arabic tweets: A review

M Alruily - Electronics, 2021 - mdpi.com
Text classification is a prominent research area, gaining more interest in academia, industry
and social media. Arabic is one of the world's most famous languages and it had a …

Heterogeneous ensemble deep learning model for enhanced Arabic sentiment analysis

H Saleh, S Mostafa, A Alharbi, S El-Sappagh… - Sensors, 2022 - mdpi.com
Sentiment analysis was nominated as a hot research topic a decade ago for its increasing
importance in analyzing the people's opinions extracted from social media platforms …

Arabic questions classification using modified TF-IDF

AS Alammary - IEEE Access, 2021 - ieeexplore.ieee.org
Classifying the cognitive levels of assessment questions according to Bloom's taxonomy can
help instructors design effective assessments that are well aligned with the intended …

LSTM-CNN deep learning model for sentiment analysis of dialectal Arabic

K Abu Kwaik, M Saad, S Chatzikyriakidis… - … Processing: From Theory …, 2019 - Springer
In this paper we investigate the use of Deep Learning (DL) methods for Dialectal Arabic
Sentiment Analysis. We propose a DL model that combines long-short term memory (LSTM) …

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 …

Optimizing sentiment classification for Arabic opinion texts

RMK Saeed, S Rady, TF Gharib - Cognitive Computation, 2021 - Springer
Meanwhile, products and services reviews' provide a guide for potential customers allowing
them to reach real knowledge about such products/services while making decisions …

[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 …

[PDF][PDF] Novel Hybrid Lexicon Ensemble Learning Model for Sentiment Classification of Consumer Reviews

S Sinha, RSA Narayanan - Journal of Internet Services and Information …, 2023 - jisis.org
In recent past during the era of consumerism with easy accessibility to social networking
world, the consumers usually give comments and opinions on daily usable ingredients …

A deep CNN architecture with novel pooling layer applied to two Sudanese Arabic sentiment data sets

M Mhamed, R Sutcliffe, H Quteineh… - Journal of …, 2022 - journals.sagepub.com
Arabic sentiment analysis has become an important research field in recent years. Initially,
work focused on Modern Standard Arabic (MSA), which is the most widely used form. Since …

[PDF][PDF] Sentiment analysis of Twitter data for Saudi universities

M Alruily, OR Shahin - … Journal of Machine Learning and Computing, 2020 - academia.edu
With the tremendous increase in web technologies, many people are conveying and
expressing their feelings through social media. These data collections, called big data, can …