An effective PSO-adaboost algorithm based opinion mining for COVID-19-related tweets classification from social media

S Sivabalan, D Dharani, D Deepa, S Sridhar… - AIP Conference …, 2024 - pubs.aip.org
Public opinion analytics provided extremely helpful insight into the most effective course of
action for public health officials to take during the present COVID-19 epidemic. At the same …

A MapReduce opinion mining for COVID-19-related tweets classification using enhanced ID3 decision tree classifier

F Es-Sabery, K Es-Sabery, J Qadir… - IEEE …, 2021 - ieeexplore.ieee.org
Opinion Mining (OM) is a field of Natural Language Processing (NLP) that aims to capture
human sentiment in the given text. With the ever-spreading of online purchasing websites …

[PDF][PDF] Machine Learning Approaches to Sentiment Analysis Using Tweets About AstraZeneca COVID-19 Vaccine

C Gurkan, M Palandoken - researchgate.net
The novel coronavirus disease 2019 (COVID-19) has appeared in the city of Wuhan, China
in December 2019. The coronavirus has caused huge damage to the health and life of …

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 …

Vader vs. bert: A comparative performance analysis for sentiment on coronavirus outbreak

S Saha, MIH Showrov, MM Rahman… - … Conference on Machine …, 2022 - Springer
Nowadays, social media is getting more attention. Opinions on a wide range of topics are
constantly expressed and distributed via a variety of social media platforms including Twitter …

Public Sentiments Analysis through Tweets on the COVID-19 Pandemic: A Comparative Study and Performance Assessment

BP Pande, K Kumar - Intelligent Modeling, Prediction, and …, 2021 - taylorfrancis.com
In these modern computing days, the realm of sentiments analysis (SA) and opinion mining
(OM) has captured enough attention due to the availability of massive though unstructured …

[PDF][PDF] Opinion mining of Saudi responses to COVID-19 vaccines on Twitter

FM Alliheibi, A Omar… - International Journal of …, 2021 - pdfs.semanticscholar.org
In recent months, many governments have announced COVID-19 vaccination programs and
plans to help end the crises the world has been facing since the emergence of the …

[PDF][PDF] Sigmoidal Particle Swarm Optimization for Twitter Sentiment Analysis.

S Kumar, MB Khan, MHA Hasanat… - … Materials & Continua, 2023 - cdn.techscience.cn
Social media, like Twitter, is a data repository, and people exchange views on global issues
like the COVID-19 pandemic. Social media has been shown to influence the low acceptance …

A Novel Auto Encoder-Network-Based Ensemble Technique for Sentiment Analysis Using Tweets on COVID-19 Data

R Jyothsna, V Rohini, P Joy - Machine Intelligence, 2023 - taylorfrancis.com
The advances in digitalization have resulted in social media sites like Twitter and Facebook
becoming very popular. People are able to express their opinions on any subject matter …

Ensemble learning for sentiment analysis on Twitter data related to Covid-19 preventions

SD Sancoko, S Diwandari… - … Conference on Information …, 2022 - ieeexplore.ieee.org
The World Health Organization (WHO) declared the 2019 Coronavirus disease outbreak
(Covid-19) as a pandemic and made it a trending topic on social media platforms, such as …