Unveiling Sentiments: A Comprehensive Analysis of Arabic Hajj-Related Tweets from 2017–2022 Utilizing Advanced AI Models

HM Alghamdi - Big Data and Cognitive Computing, 2024 - mdpi.com
Sentiment analysis plays a crucial role in understanding public opinion and social media
trends. It involves analyzing the emotional tone and polarity of a given text. When applied to …

Arabic tweets-based sentiment analysis to investigate the impact of COVID-19 in KSA: a deep learning approach

A Alqarni, A Rahman - Big Data and Cognitive Computing, 2023 - mdpi.com
The World Health Organization (WHO) declared the outbreak of Coronavirus disease 2019
(COVID-19) a pandemic on 11 March 2020. The evolution of this pandemic has raised …

Exploring Classification For Sentiment Analysis From Halal Based Tweets

R Setik, RMTRL Ahmad… - 2021 2nd International …, 2021 - ieeexplore.ieee.org
Globally, social media is gaining popularity and redefining how people interact with one
another online. Malaysian individuals, for example, are increasingly reliant on social media …

Sentiment analysis of arabic tweets related to covid-19 using deep neural network

NH Alharbi, JH Alkhateeb - 2021 International Congress of …, 2021 - ieeexplore.ieee.org
Along with the Coronavirus pandemic, several other severe crises also spiraled worldwide.
Different industries are getting irreparable scathed and many organizations succumbed to …

Deep learning approaches for Arabic sentiment analysis

A Mohammed, R Kora - Social Network Analysis and Mining, 2019 - Springer
Social media are considered an excellent source of information and can provide opinions,
thoughts and insights toward various important topics. Sentiment analysis becomes a hot …

Sentiment analysis on bangla and romanized bangla text (BRBT) using deep recurrent models

A Hassan, MR Amin, N Mohammed… - arXiv preprint arXiv …, 2016 - arxiv.org
Sentiment Analysis (SA) is an action research area in the digital age. With rapid and
constant growth of online social media sites and services, and the increasing amount of …

Using deep learning to analyze the psychological effects of COVID-19

MA Almeqren, L Almuqren, F Alhayan… - Frontiers in …, 2023 - frontiersin.org
Problem Sentiment Analysis (SA) automates the classification of the sentiment of people's
attitudes, feelings or reviews employing natural language processing (NLP) and …

Sentiment analysis of arabic tweets about violence against women using machine learning

M Alzyout, EAL Bashabsheh… - … on Information and …, 2021 - ieeexplore.ieee.org
Social Media platforms, such as Twitter became a significant pulse in smart societies that are
shaping our communities by sensitizing people's information and perceptions across living …

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 …

English vs arabic sentiment analysis: A survey presenting 100 work studies, resources and tools

I Guellil, F Azouaou, A Valitutti - 2019 IEEE/ACS 16th …, 2019 - ieeexplore.ieee.org
To determine whether a document or a sentence expresses a positive or negative sentiment,
three main approach types are commonly used: lexicon based approaches, machine …