Multi-perspectives systematic review on the applications of sentiment analysis for vaccine hesitancy

AH Alamoodi, BB Zaidan, M Al-Masawa… - Computers in Biology …, 2021 - Elsevier
A substantial impediment to widespread Coronavirus disease (COVID-19) vaccination is
vaccine hesitancy. Many researchers across scientific disciplines have presented countless …

BERT-deep CNN: State of the art for sentiment analysis of COVID-19 tweets

JH Joloudari, S Hussain, MA Nematollahi… - Social Network Analysis …, 2023 - Springer
The COVID-19 pandemic has led to the emergence of social media platforms as crucial
channels for the dissemination of information and public opinion. Comprehending the …

Cross-platform spread: vaccine-related content, sources, and conspiracy theories in YouTube videos shared in early Twitter COVID-19 conversations

T Ginossar, IJ Cruickshank, E Zheleva… - Human vaccines & …, 2022 - Taylor & Francis
High uptake of vaccinations is essential in fighting infectious diseases, including severe
acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that causes the ongoing …

[HTML][HTML] COVID-19 vaccine hesitancy: a social media analysis using deep learning

S Nyawa, D Tchuente, S Fosso-Wamba - Annals of operations research, 2022 - Springer
Hesitant attitudes have been a significant issue since the development of the first vaccines—
the WHO sees them as one of the most critical global health threats. The increasing use of …

Public perception of COVID-19 vaccines from the digital footprints left on Twitter: analyzing positive, neutral and negative sentiments of Twitterati

AA Mir, S Rathinam, S Gul - Library Hi Tech, 2022 - emerald.com
Purpose Twitter is gaining popularity as a microblogging and social networking service to
discuss various social issues. Coronavirus disease 2019 (COVID-19) has become a global …

[HTML][HTML] COVID-19 vaccine and social media in the US: Exploring emotions and discussions on Twitter

A Karami, M Zhu, B Goldschmidt, HR Boyajieff… - Vaccines, 2021 - mdpi.com
The understanding of the public response to COVID-19 vaccines is the key success factor to
control the COVID-19 pandemic. To understand the public response, there is a need to …

[HTML][HTML] A review on Natural Language Processing Models for COVID-19 research

K Hall, V Chang, C Jayne - Healthcare Analytics, 2022 - Elsevier
This survey paper reviews Natural Language Processing Models and their use in COVID-19
research in two main areas. Firstly, a range of transformer-based biomedical pretrained …

Analysis of public sentiment on COVID-19 vaccination using twitter

GG Jayasurya, S Kumar, BK Singh… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Social media has become a vital platform for individuals, organizations, and governments
worldwide to communicate and express their views. During the coronavirus disease 2019 …

[HTML][HTML] COVID-19 vaccine hesitancy: a global public health and risk modelling framework using an environmental deep neural network, sentiment classification with …

M Qorib, T Oladunni, M Denis, E Ososanya… - International Journal of …, 2023 - mdpi.com
Popular social media platforms, such as Twitter, have become an excellent source of
information with their swift information dissemination. Individuals with different backgrounds …

[HTML][HTML] Role of artificial intelligence for analysis of covid-19 vaccination-related tweets: opportunities, challenges, and future trends

W Aljedaani, E Saad, F Rustam, I de la Torre Díez… - Mathematics, 2022 - mdpi.com
Pandemics and infectious diseases are overcome by vaccination, which serves as a
preventative measure. Nevertheless, vaccines also raise public concerns; public …