Sentiment Analysis of Covid-19 Twitter Data using Deep Learning Algorithm

B Valarmathi, NS Gupta, V Karthick… - Procedia Computer …, 2024 - Elsevier
A key method used in the study of Natural Language Processing (NLP) is sentiment
analysis, or emotion analysis, plays a pivotal role in text analysis. Its primary function is to …

[PDF][PDF] Sentiment Analysis of Covid-19 Tweets by Supervised Machine Learning Models

A Nasir, N Palanichamy - Journal of System and Management Sciences, 2022 - aasmr.org
The COVID-19 virus's transmissibility has sparked intense debate on social media sites,
particularly Twitter. As a result, to employ resources efficiently and effectively, a …

Comparative study of twitter sentiment on covid-19 tweets

AJ Nair, G Veena, A Vinayak - 2021 5th International …, 2021 - ieeexplore.ieee.org
Recently, the number of tweets on COVID-19 are increasing at an unprecedented rate by
including positive, negative and neutral tweets. This diversified nature of tweets has …

[PDF][PDF] Machine learning model for sentiment analysis of COVID-19 tweets

M Aljabri, SS Aljameel, IU Khan, N Aslam… - Int J Adv Sci Eng Inf …, 2022 - researchgate.net
COVID-19 pandemic presents unprecedented challenges and enormously affects different
aspects of individuals' lives worldwide. The implementation of different prevention …

Sentiment Analysis of COVID-19 Tweets: How Does BERT Perform?

K Sadia, S Basak - Proceedings of International Joint Conference on …, 2021 - Springer
In a world, where microblogging is a regular component of modern life, COVID-19, a sudden
pandemic, made its own way with public opinion in social networking sites too. People …

Using Deep Learning Models for COVID-19 Related Sentiment Analysis on Twitter Data

WH Bangyal, S Amina, R Shakir… - … on Human-Centered …, 2023 - ieeexplore.ieee.org
The significance of sentiment analysis has increased in modern times due to the extensive
use of social media platforms as a medium for individuals to express their opinions. Twitter is …

Proposed Sentiment Analysis of COVID-19 Tweets using Machine Learning Algorithm

A Essaidi, M Bellafkih… - 2023 10th International …, 2023 - ieeexplore.ieee.org
Social media coverage of COVID-19 has facilitated the analysis of pandemic sentiment
through the application of various Machine Learning Algorithms. Twitter is a prominent a …

A deep learning approach for sentiment analysis of COVID-19 reviews

C Singh, T Imam, S Wibowo, S Grandhi - Applied Sciences, 2022 - mdpi.com
User-generated multi-media content, such as images, text, videos, and speech, has recently
become more popular on social media sites as a means for people to share their ideas and …

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 …

Twitter sentiment analysis for COVID-19

S Andhale, P Mane, M Vaingankar… - 2021 International …, 2021 - ieeexplore.ieee.org
With the current onset of the Coronavirus pandemic social interaction has been deeply
affected. However, social media and micro-blogging platforms like Twitter are becoming …