[HTML][HTML] Social media based surveillance systems for healthcare using machine learning: a systematic review

A Gupta, R Katarya - Journal of biomedical informatics, 2020 - Elsevier
Background Real-time surveillance in the field of health informatics has emerged as a
growing domain of interest among worldwide researchers. Evolution in this field has helped …

Social media and outbreaks of emerging infectious diseases: A systematic review of literature

L Tang, B Bie, SE Park, D Zhi - American journal of infection control, 2018 - Elsevier
Background The public often turn to social media for information during emerging infectious
diseases (EIDs) outbreaks. This study identified the major approaches and assessed the …

[HTML][HTML] Topics, trends, and sentiments of tweets about the COVID-19 pandemic: temporal infoveillance study

R Chandrasekaran, V Mehta, T Valkunde… - Journal of medical …, 2020 - jmir.org
Background With restrictions on movement and stay-at-home orders in place due to the
COVID-19 pandemic, social media platforms such as Twitter have become an outlet for …

Evaluating the effect of demographic factors, socioeconomic factors, and risk aversion on mobility during the COVID-19 epidemic in France under lockdown: a …

G Pullano, E Valdano, N Scarpa, S Rubrichi… - The Lancet Digital …, 2020 - thelancet.com
Summary Background On March 17, 2020, French authorities implemented a nationwide
lockdown to respond to the COVID-19 epidemic and curb the surge of patients requiring …

[HTML][HTML] Leveraging Twitter data to understand public sentiment for the COVID‐19 outbreak in Singapore

KM Ridhwan, CA Hargreaves - International Journal of Information …, 2021 - Elsevier
Microblogging has become one of the most useful tools for sharing everyday life events and
news and for expressing opinions about those events. As Twitter posts are short and …

An “infodemic”: leveraging high-volume Twitter data to understand early public sentiment for the coronavirus disease 2019 outbreak

RJ Medford, SN Saleh, A Sumarsono… - Open forum …, 2020 - academic.oup.com
Background Twitter has been used to track trends and disseminate health information during
viral epidemics. On January 21, 2020, the Centers for Disease Control and Prevention …

[HTML][HTML] Tracking COVID-19 discourse on Twitter in North America: infodemiology study using topic modeling and aspect-based sentiment analysis

H Jang, E Rempel, D Roth, G Carenini… - Journal of medical Internet …, 2021 - jmir.org
Background Social media is a rich source where we can learn about people's reactions to
social issues. As COVID-19 has impacted people's lives, it is essential to capture how …

[HTML][HTML] Public engagement and government responsiveness in the communications about COVID-19 during the early epidemic stage in China: infodemiology study …

Q Liao, J Yuan, M Dong, L Yang, R Fielding… - Journal of medical …, 2020 - jmir.org
Background Effective risk communication about the outbreak of a newly emerging infectious
disease in the early stage is critical for managing public anxiety and promoting behavioral …

[HTML][HTML] Predicting the popularity of tweets by analyzing public opinion and emotions in different stages of Covid-19 pandemic

M Mahdikhani - International Journal of Information Management Data …, 2022 - Elsevier
In this study, public opinion and emotions regarding different stages of the Covid-19
pandemic from the outbreak of the disease to the distribution of vaccines were analyzed to …

Impact of corporate social responsibility on reputation—Insights from tweets on sustainable development goals by CEOs

P Grover, AK Kar, PV Ilavarasan - International journal of information …, 2019 - Elsevier
Social media had been extensively used for communication and networking purposes
among corporates. Literature indicates social media platforms had also been used by the …