Tracing the dynamics of misinformation and vaccine stance in Finland amid COVID-19

A Unlu, S Truong, N Sawhney, J Sivelä… - Information …, 2024 - Taylor & Francis
ABSTRACT This study analyzed 1,683,700 vaccine-related tweets in Finnish using FinBERT
language model, Botometer, and BERTopic, from December 2019 to October 2022. A strong …

Quantifying Variations in Controversial Discussions within Kuwaiti Social Networks

Y Lee, H Alostad, H Davulcu - Big Data and Cognitive Computing, 2024 - mdpi.com
During the COVID-19 pandemic, pro-vaccine and anti-vaccine groups emerged, influencing
others to vaccinate or abstain and leading to polarized debates. Due to incomplete user data …

[HTML][HTML] A natural language processing approach for analyzing COVID-19 vaccination response in multi-language and geo-localized tweets

M Canaparo, E Ronchieri, L Scarso - Healthcare Analytics, 2023 - Elsevier
Social media platforms, such as Twitter, have been paramount in the COVID-19 context due
to their ability to collect public concerns about the COVID-19 vaccination campaign, which …

Exploring public sentiment and vaccination uptake of COVID-19 vaccines in England: a spatiotemporal and sociodemographic analysis of Twitter data

T Cheng, B Han, Y Liu - Frontiers in Public Health, 2023 - frontiersin.org
Objectives Vaccination is widely regarded as the paramount approach for safeguarding
individuals against the repercussions of COVID-19. Nonetheless, concerns surrounding the …

Analysis of the opinions of individuals on the COVID-19 vaccination on social media

A Kaushal, A Mandal, D Khanna, A Acharjee - Digital Health, 2023 - journals.sagepub.com
The COVID-19 pandemic continues to threaten public health globally. To develop effective
interventions and campaigns to raise vaccination rates, policy makers need to understand …

[HTML][HTML] Identifying the Risk Factors of Allergic Rhinitis Based on Zhihu Comment Data Using a Topic-Enhanced Word-Embedding Model: Mixed Method Study and …

D Gu, Q Wang, Y Chai, X Yang, W Zhao, M Li… - Journal of Medical …, 2024 - jmir.org
Background Allergic rhinitis (AR) is a chronic disease, and several risk factors predispose
individuals to the condition in their daily lives, including exposure to allergens and inhalation …

Lost in communication: The vanished momentum of just transition in South Korea

H Lee, M Kang, E Lee - Energy Research & Social Science, 2024 - Elsevier
As problems of injustice observed in the decarbonization process arose, energy scholars
have recently sought remedies to address social justice concerns under the banner of just …

Exploring COVID-19 Vaccine Hesitancy Through Topic Modeling: A Systematic Literature Review

T Hariscandra, SH Utami… - 2023 Eighth International …, 2023 - ieeexplore.ieee.org
The spotlight on Vaccine Hesitancy has intensified since the onset of the Covid-19
pandemic in 2020. This issue involves crucial aspects such as assessing vaccine efficacy …

Long-term assessment of social amplification of risk during COVID-19: challenges to public health agencies amid misinformation and vaccine stance

A Unlu, S Truong, N Sawhney, J Sivelä… - Journal of Computational …, 2024 - Springer
This study employs the Social Amplification of Risk Framework to investigate the stance on
COVID-19 vaccines and the spread of misinformation on Twitter in Finland. Analyzing over …

Graph-based interpretability for fake news detection through topic-and propagation-aware visualization

K Soga, S Yoshida, M Muneyasu - Computation, 2024 - mdpi.com
In the context of the increasing spread of misinformation via social network services, in this
study, we addressed the critical challenge of detecting and explaining the spread of fake …