Exploring COVID-19 vaccine sentiment: a Twitter-based analysis of text processing and machine learning approaches
In the wake of the 2020 coronavirus disease (COVID-19) pandemic, the swift development and deployment of vaccines marked a critical juncture, necessitating an understanding of public sentiments for effective health communication and policymaking. Social media platforms, especially Twitter, have emer...
| Main Authors: | Khalaf, Ban Safir, Hamdan, Hazlina, Manshor, Noridayu |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Institute of Advanced Engineering and Science
2024
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/116987/ http://psasir.upm.edu.my/id/eprint/116987/1/116987.pdf |
Similar Items
Understanding COVID-19 halal vaccination discourse on facebook and twitter using aspect-based sentiment analysis and text emotion analysis
by: Feizollah, Ali, et al.
Published: (2022)
by: Feizollah, Ali, et al.
Published: (2022)
Sentiment Analysis on COVID-19 Vaccine Tweets using Machine Learning and Deep Learning Algorithms
by: Tarun Jain, Tarun Jain, et al.
Published: (2023)
by: Tarun Jain, Tarun Jain, et al.
Published: (2023)
A Mixed Malay–English Language COVID-19 Twitter Dataset: A Sentiment Analysis
by: Kong, Jeffery TH, et al.
Published: (2023)
by: Kong, Jeffery TH, et al.
Published: (2023)
Exploring the usage of #Kerajaan Gagal by Twitter users during COVID-19
by: Mohd Nuzulrudin, Nurul Ayuni, et al.
Published: (2024)
by: Mohd Nuzulrudin, Nurul Ayuni, et al.
Published: (2024)
Twitter Sentiment Analysis on Automotive Companies
by: Mohd Zaki, Zakaria, et al.
Published: (2022)
by: Mohd Zaki, Zakaria, et al.
Published: (2022)
Twitter sentiment analysis in the era of emojis
by: Li, Mengdi
Published: (2018)
by: Li, Mengdi
Published: (2018)
Topic based sentiment analysis on twitter
by: Quah, Soong Ying
Published: (2014)
by: Quah, Soong Ying
Published: (2014)
Analysis of Feature Selection Methods for Sentiment Analysis Concerning Covid-19 Vaccination Issues
by: Muhammad, Fajar, et al.
Published: (2023)
by: Muhammad, Fajar, et al.
Published: (2023)
Spatial and Temporal Sentiment Analysis of Twitter data
by: Xia, Jianhong (Cecilia), et al.
Published: (2016)
by: Xia, Jianhong (Cecilia), et al.
Published: (2016)
Sentiment Analysis of Twitter Data to Explore Customers’ Feedback Towards US Airline Services
by: Liu, Wanru
Published: (2020)
by: Liu, Wanru
Published: (2020)
Twitter Sentiment Mining: A Multi Domain Analysis
by: Shahheidari, S., et al.
Published: (2013)
by: Shahheidari, S., et al.
Published: (2013)
PAC satisfied with covid-19 vaccine procurement process
by: Borneo Post Sabah
Published: (2021)
by: Borneo Post Sabah
Published: (2021)
Thalassemia Screening by Sentiment Analysis on Social Media Platform Twitter
by: M. Aqlan, Wadhah Mohammed, et al.
Published: (2023)
by: M. Aqlan, Wadhah Mohammed, et al.
Published: (2023)
COVID-19 vaccinations for children
by: Mariatulqabtiah, Abdul Razak, et al.
Published: (2022)
by: Mariatulqabtiah, Abdul Razak, et al.
Published: (2022)
Covid-19 vaccination programme on target
by: Hassan, Hakem
Published: (2021)
by: Hassan, Hakem
Published: (2021)
Malaysia's shot at the Covid-19 vaccine
by: Yuen, Mei Keng
Published: (2021)
by: Yuen, Mei Keng
Published: (2021)
Covid-19 Vaccine Or Negative Test For Covid-19: A Glimpse Into The Future
by: Ahmad Mahfuz, Gazali
Published: (2021)
by: Ahmad Mahfuz, Gazali
Published: (2021)
The Impact of the COVID-19 on the Chinese Stock Market and the Role of Investor Sentiment
by: Liu, Shuyao
Published: (2020)
by: Liu, Shuyao
Published: (2020)
Sentiment analysis using clonal selection algorithm for Twitter’s data / Fatimah Mamat
by: Mamat, Fatimah
Published: (2012)
by: Mamat, Fatimah
Published: (2012)
How Jokowi communicates with the public during Covid-19 crisis: an analysis of tweets on Twitter
by: Prayoga, Kadhung
Published: (2020)
by: Prayoga, Kadhung
Published: (2020)
Additional vaccine to enhance Covid-19 strategy
by: The Malaysian Reserve
Published: (2021)
by: The Malaysian Reserve
Published: (2021)
Edging closer to local Covid-19 vaccine
by: Daim, Nuradzimmah
Published: (2022)
by: Daim, Nuradzimmah
Published: (2022)
Sentiment analysis using negative selection algorithm for Twitter’s messages / Nazirah Che Alhadi
by: Che Alhadi, Nazirah
Published: (2012)
by: Che Alhadi, Nazirah
Published: (2012)
Brand2c: An Analytical Tool For Brand Sentiment Analysis Based On Twitter Data
by: Tan, Jia Hui
Published: (2023)
by: Tan, Jia Hui
Published: (2023)
Exploring place through Twitter text: an investigation into the use of ambient data for furthering geographic understandings of cities
by: Fitzpatrick, Iona
Published: (2019)
by: Fitzpatrick, Iona
Published: (2019)
Exploring COVID-19 vaccines hesitancy among the Muslim community of the east coast region in Malaysia
by: Mohamad Firdaus, Mohamad Ismail, et al.
by: Mohamad Firdaus, Mohamad Ismail, et al.
The COVID-19 vaccines: recent development, challenges and prospects
by: Yan, Yuxin, et al.
Published: (2021)
by: Yan, Yuxin, et al.
Published: (2021)
Prioritising Scientific Data In Covid-19 Vaccine Policy
by: Ahmad Mahfuz, Gazali
Published: (2022)
by: Ahmad Mahfuz, Gazali
Published: (2022)
Vaccinate children to protect them from Covid-19
by: The Star
Published: (2022)
by: The Star
Published: (2022)
Homeless get help to register for Covid-19 vaccine
by: Singh, Sarban
Published: (2021)
by: Singh, Sarban
Published: (2021)
Evaluation of intracellular
cytokines in covid-19 vaccinated individuals
by: Yahcob, Ofelia
Published: (2022)
by: Yahcob, Ofelia
Published: (2022)
Depression prediction system from Twitter’s tweet by using sentiment analysis / Nur Amalina Kamaruddin
by: Kamaruddin, Nur Amalina
Published: (2020)
by: Kamaruddin, Nur Amalina
Published: (2020)
The Movements of Yellow-Rumped Thornbills: Twittering Machines
by: Kinsella, John
Published: (2010)
by: Kinsella, John
Published: (2010)
A survey of text mining in social media facebook and twitter perspectives
by: Said A., Salloum, et al.
Published: (2017)
by: Said A., Salloum, et al.
Published: (2017)
Development and validation of questionnaires on perceptions towards covid-19 vaccination and attitude towards covid-19 booster dose vaccination among healthcare workers in Malaysia
by: Zaid, Siti Nur Aisyah
Published: (2024)
by: Zaid, Siti Nur Aisyah
Published: (2024)
Segmentation and classification of skin cancer diseases based on deep learning: challenges and future directions
by: Dira Khalaf, Abdulrahman, et al.
Published: (2025)
by: Dira Khalaf, Abdulrahman, et al.
Published: (2025)
Real life evidence Covid-19 natural infection causes more harm than Covid-19 vaccine
by: Ahmad Mahfuz, Gazali
Published: (2021)
by: Ahmad Mahfuz, Gazali
Published: (2021)
Convince your family and friends to register for Covid-19 vaccination
by: Ahmad Mahfuz, Gazali
Published: (2021)
by: Ahmad Mahfuz, Gazali
Published: (2021)
An examination of the efficacy and background of the Covid-19
vaccine: comparative analysis
by: Mahmoud, Al-Masaeed, et al.
Published: (2021)
by: Mahmoud, Al-Masaeed, et al.
Published: (2021)
Made-in-Malaysia Covid-19 vaccine expected to be ready in 2024
by: Yuen, Mei Keng
Published: (2021)
by: Yuen, Mei Keng
Published: (2021)
Similar Items
-
Understanding COVID-19 halal vaccination discourse on facebook and twitter using aspect-based sentiment analysis and text emotion analysis
by: Feizollah, Ali, et al.
Published: (2022) -
Sentiment Analysis on COVID-19 Vaccine Tweets using Machine Learning and Deep Learning Algorithms
by: Tarun Jain, Tarun Jain, et al.
Published: (2023) -
A Mixed Malay–English Language COVID-19 Twitter Dataset: A Sentiment Analysis
by: Kong, Jeffery TH, et al.
Published: (2023) -
Exploring the usage of #Kerajaan Gagal by Twitter users during COVID-19
by: Mohd Nuzulrudin, Nurul Ayuni, et al.
Published: (2024) -
Twitter Sentiment Analysis on Automotive Companies
by: Mohd Zaki, Zakaria, et al.
Published: (2022)