Bewegte Bilder
Real-time Social Internet Data to Guide Desease Forecasting Models
Globalization has created complex problems that can no longer be adequately forecasted and mitigated using traditional data analysis techniques and data sources. Disease spread is a major health concern around the world and is compounded by the increasing globalization of our society. As such, epidemiological modeling approaches need to account for rapid changes in human behavior and community perceptions. Social media has recently played a crucial role in informing and changing the response of people to the spread of infectious diseases. Recent events, such as the 2014-2015 Ebola epidemic and the 2015-2016 Zika virus epidemic, have highlighted the importance of reliable disease forecasting for decision support. This talk will discuss: 1) an operational analytic that provides global context during an unfolding outbreak and 2) a framework that combines clinical surveillance data with social Internet data and mathematical models to provide probabilistic forecasts of disease incidence and will demonstrate the value of Internet data and the real-time utility of our approach.
- Standort
-
Hannover TIB
- Umfang
-
138MB, 00:35:32:20 (unknown)
- Sprache
-
Englisch
- Anmerkungen
-
Audiovisuelles Material
- Erschienen in
-
Synthesis of Statistics, Data Mining and Environmental Sciences in Pursuit of Knowledge Discovery (17w5076) ; (Jan. 2017)
- Ereignis
-
Veröffentlichung
- (wer)
-
Banff International Research Station (BIRS) for Mathematical Innovation and Discovery
- (wann)
-
2017-01-01
- Beteiligte Personen und Organisationen
-
Fairchild, Geoffrey
- DOI
-
10.14288/1.0366075
- Letzte Aktualisierung
- 21.04.2026, 10:50 MESZ
Datenpartner
Dieses Objekt wird bereitgestellt von:
Technische Informationsbibliothek (TIB).
Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Objekttyp
- zweidimensionales bewegtes Bild
Beteiligte
- Fairchild, Geoffrey
- Banff International Research Station (BIRS) for Mathematical Innovation and Discovery
Entstanden
- 2017-01-01
Ähnliche Objekte (12)
Real-time Social Internet Data to Guide Desease Forecasting Models
Real-time forecasting with a MIDAS VAR
Forecasting euro area recessions in real-time
Real-time forecasting with a MIDAS VAR
Forecasting euro area recessions in real-time
Real-Time Inflation Forecasting in a Changing World
Real-time inflation forecasting in a changing world
Real-time drought forecasting system for irrigation management
Time-varying mixed frequency forecasting: A real-time experiment
Identification and Real-Time Forecasting of Norwegian Business Cycles
Real-time anomaly detection for very short-term load forecasting
Real-time forecasting of emergency department arrivals using prehospital data
Real-time Social Internet Data to Guide Desease Forecasting Models
Real-time forecasting with a MIDAS VAR
Forecasting euro area recessions in real-time
Real-time forecasting with a MIDAS VAR
Forecasting euro area recessions in real-time
Real-Time Inflation Forecasting in a Changing World
Real-time inflation forecasting in a changing world
Real-time drought forecasting system for irrigation management
Time-varying mixed frequency forecasting: A real-time experiment
Identification and Real-Time Forecasting of Norwegian Business Cycles
Real-time anomaly detection for very short-term load forecasting
Real-time forecasting of emergency department arrivals using prehospital data
Real-time Social Internet Data to Guide Desease Forecasting Models
Real-time forecasting with a MIDAS VAR
Forecasting euro area recessions in real-time
Real-time forecasting with a MIDAS VAR
Forecasting euro area recessions in real-time
Real-Time Inflation Forecasting in a Changing World
Real-time inflation forecasting in a changing world
Real-time drought forecasting system for irrigation management
Time-varying mixed frequency forecasting: A real-time experiment
Identification and Real-Time Forecasting of Norwegian Business Cycles
Real-time anomaly detection for very short-term load forecasting