Adaptive nowcasting of influenza outbreaks using Google searches

What Can Digital Disease Detection Learn from (an External Revision to) Google Flu Trends?

(2014) Mauricio Santillana et al.   AMERICAN JOURNAL OF PREVENTIVE MEDICINE

Using big data to predict collective behavior in the real world

(2014) Helen Susannah Moat et al.   BEHAVIORAL AND BRAIN SCIENCES

Characterizing the Time-Perspective of Nations with Search Engine Query Data

(2014) Takao Noguchi et al.   PLoS One

Quantifying the semantics of search behavior before stock market moves

(2014) C. Curme et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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

Reassessing Google Flu Trends Data for Detection of Seasonal and Pandemic Influenza: A Comparative Epidemiological Study at Three Geographic Scales

(2013) Donald R. Olson et al.   PLoS Computational Biology

Dynamics of Conflicts in Wikipedia

(2012) Taha Yasseri et al.   PLoS One

Web Search Queries Can Predict Stock Market Volumes

(2012) Ilaria Bordino et al.   PLoS One

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 Google Flu Trends Performance in the United States during the 2009 Influenza Virus A (H1N1) Pandemic

(2011) Samantha Cook et al.   PLoS One

Ensuring the Data-Rich Future of the Social Sciences

(2011) G. King   SCIENCE

Twitter mood predicts the stock market

(2011) Johan Bollen et al.   Journal of Computational Science

Complex dynamics of our economic life on different scales: insights from search engine query data

(2010) T. Preis et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Predicting consumer behavior with Web search

(2010) Sharad Goel et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Predicting the Behavior of Techno-Social Systems

(2009) Alessandro Vespignani   SCIENCE

SOCIAL SCIENCE: Computational Social Science

(2009) D. Lazer et al.   SCIENCE

Using Internet Searches for Influenza Surveillance

(2008) Philip M. Polgreen et al.   CLINICAL INFECTIOUS DISEASES

Detecting influenza epidemics using search engine query data

(2008) Jeremy Ginsberg et al.   NATURE