Public sentiment assessment of coronavirus-specific tweets using a transformer-based BERT classifier

K Mahor, AK Manjhvar - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Worldwide, the (COVID-19) pandemic had also affected people's daily routines. In general
also during lockdown periods, people around the world use social media to express their …

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 …

Post-pandemic sentiment analysis based on twitter data using deep learning

MDSI Shopnil, SMM Hasan… - … on Computer and …, 2022 - ieeexplore.ieee.org
Since January 2020, COVID-19 has been spreading over the world and has been declared
a pandemic. Nation and society are growing scared of it as fresh instances and mass deaths …

A performance comparison of supervised machine learning models for Covid-19 tweets sentiment analysis

F Rustam, M Khalid, W Aslam, V Rupapara… - Plos one, 2021 - journals.plos.org
The spread of Covid-19 has resulted in worldwide health concerns. Social media is
increasingly used to share news and opinions about it. A realistic assessment of the …

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 …

A machine learning approach for sentiment analysis to nurture mental health amidst COVID-19

NS Khasnis, S Sen, SS Khasnis - … of the international conference on data …, 2021 - dl.acm.org
During the pandemic, when fresh news content is generated every minute about the
widespread of the virus, many conversations revolve around the spread and cure of the …

Sentiment analysis on the impact of coronavirus in social life using the BERT model

M Singh, AK Jakhar, S Pandey - Social Network Analysis and Mining, 2021 - Springer
Nowadays, the whole world is confronting an infectious disease called the coronavirus. No
country remained untouched during this pandemic situation. Due to no exact treatment …

Using a hybrid-classification method to analyze Twitter data during critical events

SM Alhashmi, AM Khedr, I Arif, M El Bannany - IEEE Access, 2021 - ieeexplore.ieee.org
In this paper, sentiment analysis of two critical events is presented using machine learning
(ML) techniques. COVID-19 has put immense pressure across the globe and sentiment …

A BERT Model-Based Sentiment Analysis on COVID-19 Tweets

V Singh, V Tibrewal, C Verma, YR Singh… - … : Proceedings of SoCTA …, 2022 - Springer
In the past few decades, the growth of data on the Internet has increased significantly, and
even today, tons of data get generated with each passing day. The World Wide Web has …

Sentiment Analysis on COVID-19 Tweets

SS Ayon, S Ishrat, SA Mallick, PC Das… - … on Computer and …, 2022 - ieeexplore.ieee.org
The global proliferation of COVID-19, as well as the growth of platforms as a primary source
of information for many individuals, has elicited a wide spectrum of reactions. However …