SESSION 9.3 – Disaster and Disease A framework for assessing location-based personalized exposed risk of infectious disease transmission Ching-Shun Hsu 1 , Tzai-Hung Wen 2 2015.9.17 1 Graduate Student, Department of Geography, National Taiwan University, e-mail: [email protected]2 Associate Professor, Department of Geography, National Taiwan University, e- mail: [email protected]
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SESSION 9.3 – Disaster and Disease A framework for assessing location-based personalized exposed risk of infectious disease transmission Ching-Shun Hsu.
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SESSION 9.3 – Disaster and Disease
A framework for assessing location-based personalized
exposed risk of infectious disease transmission
Ching-Shun Hsu1, Tzai-Hung Wen2
2015.9.17
1Graduate Student, Department of Geography, National Taiwan University, e-mail: [email protected]
2Associate Professor, Department of Geography, National Taiwan University, e-mail: [email protected]
Personalized Exposure Assessment
Motivation
Kwan,2012
Steinle et al.,2012
Leyk et al.,2009
Qi and Du,2012
Healthoutcome
Environmentalexposure
In epidemiology, most of studies with analyzing human mobility data is to
understand collective behaviors and spatial diffusion of infectious disease.
The risk you exposure will be affected by the health status of the people who
surround with you.
The impact of the disease is more serious and quickly.
Motivation
Wesolowski et al,2012
Vazquez-Prokopec et al,2013
in 7 ~ 10 days
We have already known that With GPS, we are able to collect high-resolution individual space-time data.
Tracking individual’s activity pattern is a proper way to understand the
personal environmental pollution exposure.
Analyzing human behaviors and spatial diffusion of infectious disease.
Research Question How about developing a personalized exposure assessment framework
for infectious disease transmission ?
Motivation
ObjectiveDisease spread modelingExposure
assessmentCourse records
CampusBuildings
Students FlowMatrix
Course-TakingSpatial Pattern
Triggering an Epidemic
Smart phone Apps
Database Server
Google Cloud Messaging
2
Risk assessment serviceCollect GPS logs data…
alarm information
GPS tracks
Simulation results
1 Modeling collective mobility
CaseReport
• National Taiwan University main campus 75 classroom buildings