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复杂网络模型在传染病预防控制中的应用 被引量:2

Application of complex networks model in preventing and controlling communicable disease
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摘要 为探讨复杂网络模型在传染病预防控制中的应用,根据复杂网络的基本属性,利用网络模型和常用软件分析传染病传播过程。相对于传统的流行病学方法,复杂网络的理论不仅能描述传染病动态传播过程,也能进行传染病预测。通过复杂网络的理论来研究疾病的传播,能深入理解到网络的拓扑结构对疾病传播有重要影响,从而找到控制疾病传播的更有效的方法。 To discuss the application of complex networks models in preventing and controlling communicable disease, analyze and control the spread of infectious diseases by using the models and the software of complex networks based on its basic properties. Compared with conventional epidemiological approach, the complex networks theory, as a new theory, not only can describe the dynamic process of infections diseases spreading but also forecast the situation of infectious disease. The influence of the network's topology on the infections diseases transmission can be deeply understood through the research on disease spreading by its theory, so to control the spread of diseases. Complex networks theory approach can be used in epidemiological research for having much advantage compared with those conventional epidemiological approaches.
出处 《中华流行病学杂志》 CAS CSCD 北大核心 2009年第4期402-406,共5页 Chinese Journal of Epidemiology
基金 基金项目:国家自然科学基金青年科学基金(30700680)
关键词 流行病学 复杂网络 传播动力学 传染病控制 Epidemiology Complex networks Transmission dynamics Communicable disease control
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  • 1Auyang SY. Foundations of complex-system theories.2版.上海:上海科技教育出版社,2002:419. 被引量:1
  • 2孙振球主编..医学统计学[M].北京:人民卫生出版社,2002:557.
  • 3马知恩等著..传染病动力学的数学建模与研究[M].北京:科学出版社,2004:399.
  • 4Newman MEJ. The structure and function of complex networks. Siam Review, 2003, 45(2) : 167-256. 被引量:1
  • 5汪小帆,李翔,陈关荣编著..复杂网络理论及其应用[M].北京:清华大学出版社,2006:260.
  • 6刘涛,陈忠,陈晓荣.复杂网络理论及其应用研究概述[J].系统工程,2005,23(6):1-7. 被引量:148
  • 7Albert R, Barabasi AL. Statistical mechanics of complex networks. Reviews of Modern Physics, 2002,74 ( 1 ) :47-97. 被引量:1
  • 8赵一帆.复杂网络中基于疾病传播模型的阻塞传播[J].科学技术与工程,2007,7(24):6397-6400. 被引量:4
  • 9Watts DJ,Strogatz SH. Collective dynamics of 'small-world' networks. Nature, 1998,393(6684) :440-442. 被引量:1
  • 10罗家德著..社会网分析讲义[M].北京:社会科学文献出版社,2005:228.

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  • 1刘涛,陈忠,陈晓荣.复杂网络理论及其应用研究概述[J].系统工程,2005,23(6):1-7. 被引量:148
  • 2Wallinga J, Teunis P, Kretzschmar M. Using data on social con- tacts to estimate age-specific transmission parameters for respirato- ry-spread infectious agents [J]. Am J Epidemiol, 2006, 164 (10): 936-944. 被引量:1
  • 3Ferguson NM, Cummings DA, Fraser C, et al. Strategies for mit- igating an influenza pandemic [J]. Nature, 2006, 442 (7101):448-452. 被引量:1
  • 4Glass LM, Glass RJ. Social contact networks for the spread of pandemic influenza in children and teenagers J]. BMC Public Health, 2008, 8: 61. 被引量:1
  • 5Mikolajczyk RT, Akmatov MK, Rastin S, et al. Social contacts of school children and the transmission of respiratory-spread pathogens[J]. Epidemiol Infect, 2008, 136 (6): 813-822. 被引量:1
  • 6Horby P, Pham QT, Hens N, et al. Social contact patterns in Vietnam and implications for the control of infectious diseases [J]. PLoS One, 2011, 6 (2): e16965. 被引量:1
  • 7Liljeros F, Edling CR, Amaral LA, et al. The web of human sexual contacts[J]. Nature, 2001, 411 (6840): 907-908. 被引量:1
  • 8Yang-chih F. Contact Diaries: building archives of actual and comprehensive personal networks [J]. Field Methods, 2007, 19 (2) : 194-217. 被引量:1
  • 9Mikolajczyk RT, Kretzschmar M. Collecting social contact data in the context of disease transmission: Prospective and retrospective study designs[J]. Soc Networks, 2008, 30 (2) : 127-135. 被引量:1
  • 10Mossong J, Hens N, Jit M, et al. Social contacts and mixing pat- terns relevant to the spread of infectious diseases [J]. PLoS Med, 2008, 5 (3): e74. 被引量:1

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