DocumentCode :
1757349
Title :
An ACP Approach to Public Health Emergency Management: Using a Campus Outbreak of H1N1 Influenza as a Case Study
Author :
Wei Duan ; Zhidong Cao ; Youzhong Wang ; Bin Zhu ; Zeng, Deze ; Fei-Yue Wang ; Xiaogang Qiu ; Hongbing Song ; Yong Wang
Author_Institution :
Res. Center of Mil. Comput. Experiments & Parallel Syst. Technol., Nat. Univ. of Defense Technol., Changsha, China
Volume :
43
Issue :
5
fYear :
2013
fDate :
Sept. 2013
Firstpage :
1028
Lastpage :
1041
Abstract :
In order to tackle the infeasibility of building mathematical models and conducting physical experiments for public health emergencies in the real world, we apply the Artificial societies, Computational experiments, and Parallel execution (ACP) approach to public health emergency management. We use the largest collective outbreak of H1N1 influenza at a Chinese university in 2009 as a case study. We build an artificial society to simulate the outbreak at the university. In computational experiments, aiming to obtain comparable results with the real data, we apply the same intervention strategy as that was used during the real outbreak. Then, we compare experiment results with real data to verify our models, including spatial models, population distribution, weighted social networks, contact patterns, students´ behaviors, and models of H1N1 influenza disease, in the artificial society. In the phase of parallel execution, alternative intervention strategies are proposed to control the outbreak of H1N1 influenza more effectively. Our models and their application to intervention strategy improvement show that the ACP approach is useful for public health emergency management.
Keywords :
diseases; emergency management; network theory (graphs); ACP approach; Chinese university; H1N1 influenza outbreak; artificial societies approach; computational experiments approach; contact pattern; intervention strategy; parallel execution approach; population distribution; public health emergency management; spatial model; student behavior; weighted social network; Agent-based simulation; artificial societies; computational experiments; emergency management; parallel execution (ACP); public health;
fLanguage :
English
Journal_Title :
Systems, Man, and Cybernetics: Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
2168-2216
Type :
jour
DOI :
10.1109/TSMC.2013.2256855
Filename :
6525418
Link To Document :
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