Research Article
Impacts of Local Events on Communities and Diseases
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@INPROCEEDINGS{10.1007/978-3-642-02466-5_33, author={Xin-Jian Xu and Li-Jie Zhang and Guo-Hong Yang and Xun Zhang}, title={Impacts of Local Events on Communities and Diseases}, proceedings={Complex Sciences. First International Conference, Complex 2009, Shanghai, China, February 23-25, 2009. Revised Papers, Part 1}, proceedings_a={COMPLEX PART 1}, year={2012}, month={5}, keywords={complex networks community networks SIS model}, doi={10.1007/978-3-642-02466-5_33} }- Xin-Jian Xu
Li-Jie Zhang
Guo-Hong Yang
Xun Zhang
Year: 2012
Impacts of Local Events on Communities and Diseases
COMPLEX PART 1
Springer
DOI: 10.1007/978-3-642-02466-5_33
Abstract
The study of community networks has attracted considerable attention recently. In this paper, we propose an evolving community network model based on local events, the addition of new nodes intra-community and new links intra- or inter-community. Employing growth and preferential attachment mechanisms, we generate the network with a generalized power-law distribution of nodes’ degrees. Furthermore, we study epidemic spreading in the resulting network by the simple SIS model to understand the influence of the network structure on the dynamics. We find that the existence of communities in networks causes the critical behavior of the spreading dynamics and keeps epidemics endemic.
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