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An ACP Approach to Public Health Emergency Management: Using a Campus Outbreak of H1N1 Influenza as a Case Study

文献类型：期刊论文

作者Duan, Wei1; Cao, Zhidong2; Wang, Youzhong2; Zhu, Bin3; Zeng, Daniel; Wang, Fei-Yue2; Qiu, Xiaogang1; Song, Hongbing4; Wang, Yong4
刊名IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS
出版日期2013-09-01
卷号43期号:5页码:1028-1041
关键词Agent-based simulation artificial societies computational experiments emergency management parallel execution (ACP) public health
通讯作者Duan,Wei
英文摘要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.
WOS标题词Science & Technology ; Technology
类目[WOS]Automation & Control Systems ; Computer Science, Cybernetics
研究领域[WOS]Automation & Control Systems ; Computer Science
关键词[WOS]SCALE-FREE NETWORKS ; PANDEMIC INFLUENZA ; NONLINEAR INFECTIVITY ; SOCIAL NETWORKS ; EPIDEMICS ; SPREAD ; DISEASE ; MODELS ; SIMULATION ; MULTISCALE
收录类别SCI
语种英语
WOS记录号WOS:000323498000002
源URL[http://ir.ia.ac.cn/handle/173211/3659]  
专题自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队
作者单位1.Natl Univ Def Technol, Coll Informat Syst & Management, Res Ctr Mil Computat Experiments & Parallel Syst, Changsha 410073, Hunan, Peoples R China
2.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
3.Oregon State Univ, Coll Business, Corvallis, OR 97330 USA
4.Acad Mil Med Sci, Inst Dis Control & Prevent, Beijing 100071, Peoples R China
推荐引用方式
GB/T 7714		 Duan, Wei,Cao, Zhidong,Wang, Youzhong,et al. An ACP Approach to Public Health Emergency Management: Using a Campus Outbreak of H1N1 Influenza as a Case Study[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,2013,43(5):1028-1041.
APA Duan, Wei.,Cao, Zhidong.,Wang, Youzhong.,Zhu, Bin.,Zeng, Daniel.,...&Wang, Yong.(2013).An ACP Approach to Public Health Emergency Management: Using a Campus Outbreak of H1N1 Influenza as a Case Study.IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,43(5),1028-1041.
MLA Duan, Wei,et al."An ACP Approach to Public Health Emergency Management: Using a Campus Outbreak of H1N1 Influenza as a Case Study".IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 43.5(2013):1028-1041.

入库方式： OAI收割

来源：自动化研究所

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