Epidemic Forecasting is Messier Than Weather Forecasting: The Role of Human Behavior and Internet Data Streams in Epidemic Forecast

Enhancing disease surveillance with novel data streams: challenges and opportunities

(2015) Benjamin M Althouse et al.   EPJ Data Science

Using Google Flu Trends data in forecasting influenza-like–illness related ED visits in Omaha, Nebraska

(2014) Ozgur M. Araz et al.   AMERICAN JOURNAL OF EMERGENCY MEDICINE

The Parable of Google Flu: Traps in Big Data Analysis

(2014) D. Lazer et al.   SCIENCE

Wikipedia Usage Estimates Prevalence of Influenza-Like Illness in the United States in Near Real-Time

(2014) David J. McIver et al.   PLoS Computational Biology

Global Disease Monitoring and Forecasting with Wikipedia

(2014) Nicholas Generous et al.   PLoS Computational Biology

Lightweight methods to estimate influenza rates and alcohol sales volume from Twitter messages

(2012) Aron Culotta   Language Resources and Evaluation

Forecasting seasonal outbreaks of influenza

(2012) J. Shaman et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The Use of Twitter to Track Levels of Disease Activity and Public Concern in the U.S. during the Influenza A H1N1 Pandemic

(2011) Alessio Signorini et al.   PLoS One

Assessing Vaccination Sentiments with Online Social Media: Implications for Infectious Disease Dynamics and Control

(2011) Marcel Salathé et al.   PLoS Computational Biology

Detecting influenza epidemics using search engine query data

(2008) Jeremy Ginsberg et al.   NATURE

The origins of computer weather prediction and climate modeling

(2007) Peter Lynch   JOURNAL OF COMPUTATIONAL PHYSICS