Social media and vaccine hesitancy: new updates for the era of COVID-19 and globalized infectious diseases

N Puri, EA Coomes, H Haghbayan… - Human vaccines & …, 2020 - Taylor & Francis
Despite major advances in vaccination over the past century, resurgence of vaccine-
preventable illnesses has led the World Health Organization to identify vaccine hesitancy as …

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 …

Trustworthy LLMs: A survey and guideline for evaluating large language models' alignment

Y Liu, Y Yao, JF Ton, X Zhang, RGH Cheng… - arXiv preprint arXiv …, 2023 - arxiv.org
Ensuring alignment, which refers to making models behave in accordance with human
intentions [1, 2], has become a critical task before deploying large language models (LLMs) …

[HTML][HTML] The anti-vaccination infodemic on social media: A behavioral analysis

F Germani, N Biller-Andorno - PloS one, 2021 - journals.plos.org
Vaccinations are without doubt one of the greatest achievements of modern medicine, and
there is hope that they can constitute a solution to halt the ongoing COVID-19 pandemic …

[HTML][HTML] Bots and misinformation spread on social media: Implications for COVID-19

MK Himelein-Wachowiak, S Giorgi, A Devoto… - Journal of medical …, 2021 - jmir.org
As of March 2021, the SARS-CoV-2 virus has been responsible for over 115 million cases of
COVID-19 worldwide, resulting in over 2.5 million deaths. As the virus spread exponentially …

Botometer 101: Social bot practicum for computational social scientists

KC Yang, E Ferrara, F Menczer - Journal of computational social science, 2022 - Springer
Social bots have become an important component of online social media. Deceptive bots, in
particular, can manipulate online discussions of important issues ranging from elections to …

COVID-19 vaccine discourse on Twitter: A content analysis of persuasion techniques, sentiment and mis/disinformation

D Scannell, L Desens, M Guadagno, Y Tra… - Journal of health …, 2021 - Taylor & Francis
This research aims to understand the persuasion techniques used in Twitter posts about
COVID-19 vaccines by the different vaccine sentiments (ie, Pro-Vaccine, Anti-Vaccine, and …

Covid-19 vaccine hesitancy on English-language Twitter

M Thelwall, K Kousha, S Thelwall - 2021 - wlv.openrepository.com
Covid-19 vaccine hesitancy seems likely to increase mortality rates and delay the easing of
social distancing restrictions. Online platforms with large audiences may influence vaccine …

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 …

Network distribution and sentiment interaction: Information diffusion mechanisms between social bots and human users on social media

M Cai, H Luo, X Meng, Y Cui, W Wang - Information Processing & …, 2023 - Elsevier
When public health emergencies occur, a large amount of low-credibility information is
widely disseminated by social bots, and public sentiment is easily manipulated by social …