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Using social media for actionable disease surveillance and outbreak management: a systematic literature review
Objective Research studies show that social media may be valuable tools in the disease
surveillance toolkit used for improving public health professionals' ability to detect disease …
surveillance toolkit used for improving public health professionals' ability to detect disease …
Promises and challenges of big data computing in health sciences
With the development of smart devices and cloud computing, more and more public health
data can be collected from various sources and can be analyzed in an unprecedented way …
data can be collected from various sources and can be analyzed in an unprecedented way …
[HTML][HTML] Psychosocial effects of the COVID-19 pandemic: large-scale quasi-experimental study on social media
Background The COVID-19 pandemic has caused several disruptions in personal and
collective lives worldwide. The uncertainties surrounding the pandemic have also led to …
collective lives worldwide. The uncertainties surrounding the pandemic have also led to …
Venue link detection for social media messages
(57) ABSTRACT A method associates social media messages with venues. A social network
graph includes users, messages from users, and venues. The venues include multiple …
graph includes users, messages from users, and venues. The venues include multiple …
[KNJIGA][B] Analytics in a big data world: The essential guide to data science and its applications
B Baesens - 2014 - books.google.com
The guide to targeting and leveraging business opportunities using big data & analytics By
leveraging big data & analytics, businesses create the potential to better understand …
leveraging big data & analytics, businesses create the potential to better understand …
[PDF][PDF] Separating fact from fear: Tracking flu infections on twitter
Twitter has been shown to be a fast and reliable method for disease surveillance of common
illnesses like influenza. However, previous work has relied on simple content analysis …
illnesses like influenza. However, previous work has relied on simple content analysis …
Improved lexicon-based sentiment analysis for social media analytics
A Jurek, MD Mulvenna, Y Bi - Security Informatics, 2015 - Springer
Social media channels, such as Facebook or Twitter, allow for people to express their views
and opinions about any public topics. Public sentiment related to future events, such as …
and opinions about any public topics. Public sentiment related to future events, such as …
How artificial intelligence may help the Covid‐19 pandemic: Pitfalls and lessons for the future
The clinical severity, rapid transmission and human losses due to coronavirus disease 2019
(Covid‐19) have led the World Health Organization to declare it a pandemic. Traditional …
(Covid‐19) have led the World Health Organization to declare it a pandemic. Traditional …
Data, privacy, and the greater good
E Horvitz, D Mulligan - Science, 2015 - science.org
Large-scale aggregate analyses of anonymized data can yield valuable results and insights
that address public health challenges and provide new avenues for scientific discovery …
that address public health challenges and provide new avenues for scientific discovery …
[PDF][PDF] Carmen: A twitter geolocation system with applications to public health
Public health applications using social media often require accurate, broad-coverage
location information. However, the standard information provided by social media APIs, such …
location information. However, the standard information provided by social media APIs, such …