Modeling Heterogeneity in Direct Infectious Disease Transmission in a Compartmental Model
文献类型：期刊论文
| 作者 | Kong, Lingcai1,2,3; Wang, Jinfeng1,3,4; Han, Weiguo5; Cao, Zhidong6
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| 刊名 | INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
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| 出版日期 | 2016-03-01 |
| 卷号 | 13期号:3 |
| 关键词 | infectious diseases heterogeneity negative binomial distribution homogeneous mixing mathematical models |
| 英文摘要 | Mathematical models have been used to understand the transmission dynamics of infectious diseases and to assess the impact of intervention strategies. Traditional mathematical models usually assume a homogeneous mixing in the population, which is rarely the case in reality. Here, we construct a new transmission function by using as the probability density function a negative binomial distribution, and we develop a compartmental model using it to model the heterogeneity of contact rates in the population. We explore the transmission dynamics of the developed model using numerical simulations with different parameter settings, which characterize different levels of heterogeneity. The results show that when the reproductive number, |
| WOS标题词 | Science & Technology ; Life Sciences & Biomedicine |
| 类目[WOS] | Environmental Sciences |
| 研究领域[WOS] | Environmental Sciences & Ecology |
| 关键词[WOS] | ACUTE-RESPIRATORY-SYNDROME ; VACCINATION STRATEGIES ; NONLINEAR TRANSMISSION ; EPIDEMIOLOGIC MODELS ; PANDEMIC INFLUENZA ; DYNAMICS ; NETWORKS ; MEASLES ; ENVIRONMENTS ; IMPACT |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000373528600070 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/12199]  |
| 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.Chinese Acad Sci, State Key Lab Resources & Environm Informat Syst, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China 2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 3.Chinese Ctr Dis Control & Prevent, Key Lab Surveillance & Early Warning Infect Dis, Beijing 102206, Peoples R China 4.Jiangsu Ctr Collaborat Innovat Geog Informat Reso, Nanjing 210023, Jiangsu, Peoples R China 5.Univ Corp Atmospher Res, Visiting Scientist Programs, 3090 Ctr Green Dr, Boulder, CO 80301 USA 6.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Kong, Lingcai,Wang, Jinfeng,Han, Weiguo,et al. Modeling Heterogeneity in Direct Infectious Disease Transmission in a Compartmental Model[J]. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH,2016,13(3). |
| APA | Kong, Lingcai,Wang, Jinfeng,Han, Weiguo,&Cao, Zhidong.(2016).Modeling Heterogeneity in Direct Infectious Disease Transmission in a Compartmental Model.INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH,13(3). |
| MLA | Kong, Lingcai,et al."Modeling Heterogeneity in Direct Infectious Disease Transmission in a Compartmental Model".INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 13.3(2016). |
入库方式： OAI收割
来源：自动化研究所
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