[HTML][HTML] Infodemiology and infoveillance: scoping review

A Mavragani - Journal of medical internet research, 2020 - jmir.org
Background Web-based sources are increasingly employed in the analysis, detection, and
forecasting of diseases and epidemics, and in predicting human behavior toward several …

A systematic literature review to examine the potential for social media to impact HPV vaccine uptake and awareness, knowledge, and attitudes about HPV and HPV …

RR Ortiz, A Smith, T Coyne-Beasley - Human vaccines & …, 2019 - Taylor & Francis
This article summarizes the findings from a systematic literature review to examine how
social media may impact HPV vaccine uptake and HPV and HPV vaccine related …

[HTML][HTML] COVID-19 vaccine hesitancy on social media: building a public Twitter data set of antivaccine content, vaccine misinformation, and conspiracies

G Muric, Y Wu, E Ferrara - JMIR public health and surveillance, 2021 - publichealth.jmir.org
Background False claims about COVID-19 vaccines can undermine public trust in ongoing
vaccination campaigns, posing a threat to global public health. Misinformation originating …

[HTML][HTML] An analysis of COVID-19 vaccine sentiments and opinions on Twitter

S Yousefinaghani, R Dara, S Mubareka… - International Journal of …, 2021 - Elsevier
Objective We identified public sentiments and opinions toward the COVID-19 vaccines
based on the content of Twitter. Materials and methods We retrieved 4,552,652 publicly …

[HTML][HTML] Tweet topics and sentiments relating to COVID-19 vaccination among Australian Twitter users: machine learning analysis

SWH Kwok, SK Vadde, G Wang - Journal of medical Internet research, 2021 - jmir.org
Background: COVID-19 is one of the greatest threats to human beings in terms of health
care, economy, and society in recent history. Up to this moment, there have been no signs of …

[HTML][HTML] Dimensions of misinformation about the HPV vaccine on Instagram: Content and network analysis of social media characteristics

PM Massey, MD Kearney, MK Hauer, P Selvan… - Journal of medical …, 2020 - jmir.org
Background The human papillomavirus (HPV) vaccine is a major advancement in cancer
prevention and this primary prevention tool has the potential to reduce and eliminate HPV …

[HTML][HTML] Mapping information exposure on social media to explain differences in HPV vaccine coverage in the United States

AG Dunn, D Surian, J Leask, A Dey, KD Mandl… - Vaccine, 2017 - Elsevier
Background Together with access, acceptance of vaccines affects human papillomavirus
(HPV) vaccine coverage, yet little is known about media's role. Our aim was to determine …

Health-related fake news on social media platforms: A systematic literature review

C Melchior, M Oliveira - New Media & Society, 2022 - journals.sagepub.com
This review aims to (a) investigate the characteristics of both the research community and
the published research on health-related fake news on social media platforms, and (b) …

Social networks and health: New developments in diffusion, online and offline

J Zhang, D Centola - Annual Review of Sociology, 2019 - annualreviews.org
The relationship between social networks and health encompasses everything from the flow
of pathogens and information to the diffusion of beliefs and behaviors. This review …

A systematic review of the use of topic models for short text social media analysis

CDP Laureate, W Buntine, H Linger - Artificial Intelligence Review, 2023 - Springer
Recently, research on short text topic models has addressed the challenges of social media
datasets. These models are typically evaluated using automated measures. However, recent …