Epidemic spreading in a hierarchical social network

被引:64
|
作者
Grabowski, A [1 ]
Kosinski, RA
机构
[1] Natl Res Inst, Cent Inst Labour Protect, PL-00701 Warsaw, Poland
[2] Warsaw Univ Technol, Fac Phys, PL-00662 Warsaw, Poland
关键词
D O I
10.1103/PhysRevE.70.031908
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
A model of epidemic spreading in a population with a hierarchical structure of interpersonal interactions is described and investigated numerically. The structure of interpersonal connections is based on a scale-free network. Spatial localization of individuals belonging to different social groups, and the mobility of a contemporary community, as well as the effectiveness of different interpersonal interactions, are taken into account. Typical relations characterizing the spreading process, like a range of epidemic and epidemic curves, are discussed. The influence of preventive vaccinations on the spreading process is investigated. The critical value of preventively vaccinated individuals that is sufficient for the suppression of an epidemic is calculated. Our results are compared with solutions of the master equation for the spreading process and good agreement of the character of this process is found.
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页数:7
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