Using social media for actionable disease surveillance and outbreak management: a systematic literature review

LE Charles-Smith, TL Reynolds, MA Cameron… - PloS one, 2015 - journals.plos.org
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 …

Promises and challenges of big data computing in health sciences

T Huang, L Lan, X Fang, P An, J Min, F Wang - Big Data Research, 2015 - Elsevier
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 …

[HTML][HTML] Psychosocial effects of the COVID-19 pandemic: large-scale quasi-experimental study on social media

K Saha, J Torous, ED Caine… - Journal of medical internet …, 2020 - jmir.org
Background The COVID-19 pandemic has caused several disruptions in personal and
collective lives worldwide. The uncertainties surrounding the pandemic have also led to …

Venue link detection for social media messages

F Chen, B Cao, YY Chen, D Joshi - US Patent 10,318,884, 2019 - Google Patents
(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 …

[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 …

[PDF][PDF] Separating fact from fear: Tracking flu infections on twitter

A Lamb, M Paul, M Dredze - … of the 2013 Conference of the North …, 2013 - aclanthology.org
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 …

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 …

How artificial intelligence may help the Covid‐19 pandemic: Pitfalls and lessons for the future

YS Malik, S Sircar, S Bhat, MI Ansari… - Reviews in medical …, 2021 - Wiley Online Library
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 …

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 …

[PDF][PDF] Carmen: A twitter geolocation system with applications to public health

M Dredze, MJ Paul, S Bergsma, H Tran - AAAI workshop on …, 2013 - cdn.aaai.org
Public health applications using social media often require accurate, broad-coverage
location information. However, the standard information provided by social media APIs, such …