期刊文献+

A study on the effects of diffusion of information on epidemic spread

原文传递
导出
摘要 In this work,the spread of a contagious disease on a society where the individuals may take precautions is modeled.The primary assumption is that the infected individuals transmit the infection to the susceptible members of the community through direct contact interactions.In the meantime,the susceptibles gather information from the adjacent sites which may lead to taking precautions.The SIR model is used for the diffusion of infection while the Bass equation models the information diffusion.The sociological classification of the individuals indicates that a small percentage of the population takes action immediately after being informed,while the majority expects to see some real advantage of taking action.The individuals are assumed to take two different precautions.The precursory measures are getting vaccinated or trying to avoid direct contact with the neighbors.A weighted average of states of the neighbors leads to the choice of action.The fully connected and scale-free Networks are employed as the underlying network of interactions.The comparison between the simple contagion diffusion and the diffusion of infection in a responsive society showed that a very limited precaution makes a considerable difference in the speed and the size of the spread of illness.Particularly,highly connected hub nodes play an essential role in the reduction of the spread of disease.
作者 Semra Gunduc
出处 《International Journal of Modeling, Simulation, and Scientific Computing》 EI 2019年第3期109-122,共14页 建模、仿真和科学计算国际期刊(英文)
  • 相关文献

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部