Knowledge Commons of Institute of Automation，CAS
| An ACP Approach to Public Health Emergency Management: Using a Campus Outbreak of H1N1 Influenza as a Case Study | |
Duan, Wei1; Cao, Zhidong2 ; Wang, Youzhong2; Zhu, Bin3; Zeng, Daniel; Wang, Fei-Yue2; Qiu, Xiaogang1; Song, Hongbing4; Wang, Yong4; Duan,Wei
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| 发表期刊 | IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS
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| 2013-09-01 | |
| 卷号 | 43期号:5页码:1028-1041 |
| 文章类型 | Article |
| 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. |
| 关键词 | Agent-based Simulation Artificial Societies Computational Experiments Emergency Management Parallel Execution (Acp) Public Health |
| WOS标题词 | Science & Technology ; Technology |
| 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研究方向 | Automation & Control Systems ; Computer Science |
| WOS类目 | Automation & Control Systems ; Computer Science, Cybernetics |
| WOS记录号 | WOS:000323498000002 |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.ia.ac.cn/handle/173211/3659 |
| 专题 | 多模态人工智能系统全国重点实验室_平行智能技术与系统团队 |
| 通讯作者 | Duan,Wei |
| 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.,...&Duan,Wei.(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. |
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