Original Research Article Sentiment analysis and classification of COVID-19 tweets using machine learning classifier

CS Lakshmi, S Saxena, BS Kumar - Journal of Autonomous …, 2024 - jai.front-sci.com
Abstract In March of 2020, the World Health Organization identified COVID-19 as a new
pandemic and issued a statement to that effect. This fatal virus was able to disperse and …

Analysis of sentiments on the onset of COVID-19 using machine learning techniques

V Arya, AKM Mishra, A González Briones - 2022 - gredos.usal.es
The novel coronavirus (Covid-19) pandemic has struck the whole world and is one of the
most striking topics on social media platforms. Sentiment outbreak on social media enduring …

[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 …

[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 using Twitter Database–A Global Scenario

T Zope, K Rajeswari - 2022 IEEE 4th International Conference …, 2022 - ieeexplore.ieee.org
Sentiment analysis falls within the category of Natural Language Processing (NLP)
technology. Behaviour analysis and recommendation employ sentiment analysis. On the …

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 …

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 …

Impact of COVID-19 on Human Health using Social Media Sentiment Analysis

A Masood, MM Iqbal, A Nayab, M Farooq… - Journal of Computing & …, 2023 - jcbi.org
Several social media analysis work requires sentiment analysis. The Multi-Layer Perceptron
technique is used for analyzing tweet sentiment. It is getting harder and harder to precisely …

Analyzing the sentiments by classifying the tweets based on COVID-19 using machine learning classifiers

D Dangi, DK Dixit, A Bhagat, R Nair… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
In the current scenario, almost all the countries face one of the biggest disasters in COVID-
19. This paper has to analyze the tweets related to COVID 19 and discuss the various …

Sentiment Classification on Twitter and Zomato Dataset Using Supervised Learning Algorithms

RS Jagdale, SS Deshmukh - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
Natural Language Processing (NLP) is a special type of Machine Learning that takes care of
unstructured data from the real world. Sentiment Analysis is the'computational'method that …