Epidemic modeling in complex realities

被引:51
作者
Colizza, Vittoria
Barthlemy, Marc [1 ]
Barrat, Alain
Vespignani, Alessandro
机构
[1] Indiana Univ, Sch Informat, Bloomington, IN 47401 USA
[2] Indiana Univ, Ctr Biocomplex, Bloomington, IN 47401 USA
[3] ISI, CNLL, Turin, Italy
[4] Ctr Etud Bruyeres Le Chatel, CEA, DIF, F-91680 Bruyeres Le Chatel, France
[5] CNRS, UMR 8627, LPT, F-91405 Orsay, France
[6] Univ Paris 11, F-91405 Orsay, France
关键词
mathematical epidemiology; computational epidemiology; complex networks;
D O I
10.1016/j.crvi.2007.02.014
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
In our global world, the increasing complexity of social relations and transport infrastructures are key factors in the spread of epidemics. In recent years, the increasing availability of computer power has enabled both to obtain reliable data allowing one to quantify the complexity of the networks on which epidemics may propagate and to envision computational tools able to tackle the analysis of such propagation phenomena. These advances have put in evidence the limits of homogeneous assumptions and simple spatial diffusion approaches, and stimulated the inclusion of complex features and heterogeneities relevant in the description of epidemic diffusion. In this paper, we review recent progresses that integrate complex systems and networks analysis with epidemic modelling and focus on the impact of the various complex features of real systems on the dynamics of epidemic spreading.
引用
收藏
页码:364 / 374
页数:11
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