[HTML][HTML] Global sentiments surrounding the COVID-19 pandemic on Twitter: analysis of Twitter trends
Background: With the World Health Organization's pandemic declaration and government-
initiated actions against coronavirus disease (COVID-19), sentiments surrounding COVID …
initiated actions against coronavirus disease (COVID-19), sentiments surrounding COVID …
[HTML][HTML] The application of internet-based sources for public health surveillance (infoveillance): systematic review
Background Public health surveillance is based on the continuous and systematic collection,
analysis, and interpretation of data. This informs the development of early warning systems …
analysis, and interpretation of data. This informs the development of early warning systems …
Surveillance of communicable diseases using social media: A systematic review
Background Communicable diseases pose a severe threat to public health and economic
growth. The traditional methods that are used for public health surveillance, however …
growth. The traditional methods that are used for public health surveillance, however …
[HTML][HTML] Using reports of symptoms and diagnoses on social media to predict COVID-19 case counts in mainland China: Observational infoveillance study
Background Coronavirus disease (COVID-19) has affected more than 200 countries and
territories worldwide. This disease poses an extraordinary challenge for public health …
territories worldwide. This disease poses an extraordinary challenge for public health …
[HTML][HTML] Exploring public response to COVID-19 on Weibo with LDA topic modeling and sentiment analysis
R Xie, SKW Chu, DKW Chiu, Y Wang - Data and Information Management, 2021 - Elsevier
It is necessary and important to understand public responses to crises, including disease
outbreaks. Traditionally, surveys have played an essential role in collecting public opinion …
outbreaks. Traditionally, surveys have played an essential role in collecting public opinion …
[HTML][HTML] The use of social media in public health surveillance
Social media and other population-based digital platforms provide additional data sources
for public health surveillance to detect disease outbreaks and estimate disease incidence …
for public health surveillance to detect disease outbreaks and estimate disease incidence …
[HTML][HTML] Leveraging transfer learning to analyze opinions, attitudes, and behavioral intentions toward COVID-19 vaccines: social media content and temporal analysis
S Liu, J Li, J Liu - Journal of Medical Internet Research, 2021 - jmir.org
Background The COVID-19 vaccine is considered to be the most promising approach to
alleviate the pandemic. However, in recent surveys, acceptance of the COVID-19 vaccine …
alleviate the pandemic. However, in recent surveys, acceptance of the COVID-19 vaccine …
[HTML][HTML] Using narrative evidence to convey health information on social media: the case of COVID-19
A Gesser-Edelsburg - Journal of Medical Internet Research, 2021 - jmir.org
During disease outbreaks or pandemics, policy makers must convey information to the
public for informative purposes (eg, morbidity or mortality rates). They must also motivate …
public for informative purposes (eg, morbidity or mortality rates). They must also motivate …
[HTML][HTML] Utility and potential of rapid epidemic intelligence from internet-based sources
SJ Yan, AA Chughtai, CR Macintyre - International Journal of Infectious …, 2017 - Elsevier
Objectives Rapid epidemic detection is an important objective of surveillance to enable
timely intervention, but traditional validated surveillance data may not be available in the …
timely intervention, but traditional validated surveillance data may not be available in the …
[HTML][HTML] The evolution of public sentiments during the COVID-19 pandemic: case comparisons of India, Singapore, South Korea, the United Kingdom, and the United …
Background: Public sentiments are an important indicator of crisis response, with the need to
balance exigency without adding to panic or projecting overconfidence. Given the rapid …
balance exigency without adding to panic or projecting overconfidence. Given the rapid …