[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 …

Twitter sentiment analysis using machine learning algorithms for COVID-19 outbreak in New Zealand

O Baker, J Liu, M Gosai, S Sitoula - 2021 IEEE 11th …, 2021 - ieeexplore.ieee.org
The use of data obtained from social media for data mining has benefited the process of
analysing public opinions. Sentiment analysis, also referred to as opinion mining, helps …

Tweet Classification and Sentiment Analysis of Covid 19 Epidemic by Applying Hybrid Based Techniques

M Nandan, S Mitra, S Dey - 2022 IEEE VLSI Device Circuit and …, 2022 - ieeexplore.ieee.org
World wide spread of COVID-19 pandemic, is throttling the normal life nearly for two years
and claiming millions of life all over the globe. Starting from Wuhan of China it crosses more …

Deep learning and TextBlob based sentiment analysis for coronavirus (COVID-19) using twitter data

G Chandrasekaran, J Hemanth - International Journal on Artificial …, 2022 - World Scientific
The novel Coronavirus (COVID-19) has affected the normal life of people around the world
and has forced them to maintain social distance, self-quarantine and closing of many …

[PDF][PDF] COVID-19 outbreak: tweet based analysis and visualization towards the influence of coronavirus in the world

M Ra, B Ab, S Kc - Gedrag. Organ. Rev, 2020 - lemma-tijdschriften.com
A novel coronavirus, SARS-CoV-2, is known as the coronavirus disease pathogen for 2019
(COVID-19). The COVID-19 epidemic has spread across the world and has become an …

Sentiment Analysis on Worldwide COVID-19 Outbreak

R Vasudev, P Dahikar, A Jain, N Patil - International Conference on Big …, 2021 - Springer
Sentiment analysis has proved to be an effective way to easily mine public opinions on
issues, products, policies, etc. One of the ways this is achieved is by extracting social media …

Automated classification of societal sentiments on Twitter with machine learning

P Vyas, M Reisslein, BP Rimal, G Vyas… - … on Technology and …, 2021 - ieeexplore.ieee.org
The rapid growth in information sharing on social media has defined a new information age
in our society. Microblogging sites, such as Twitter, gained immense popularity during the …

Survey on Twitter sentiment analysis: Architecture, classifications, and challenges

L Abualigah, NK Kareem, M Omari, MA Elaziz… - … learning approaches for …, 2021 - Springer
Sentiment analysis, also called opinion mining, is an extensive research field due to the
rapid growth in social media. It has widespread applications in almost all areas of today's …

Sentiment analysis of COVID-19 tweets by machine learning and deep learning classifiers

R Jain, S Bawa, S Sharma - Advances in Data and Information Sciences …, 2022 - Springer
Sentiment analysis helps in deciding the emotions of a person that they like to express as
neutral, negative, or positive. Many algorithms of machine learning and deep learning exist …

Public sentiment analysis of indonesian tweets about covid-19 vaccination using different machine learning approaches

V Paramarta, A Mailangkay, H Amalia… - … on Informatics and …, 2022 - ieeexplore.ieee.org
More than two years after the start of the coronavirus disease (COVID-19) pandemic, the
whole world continues to be impacted by this global crisis. Indonesians use the social media …