基于agent的疾病传播模拟模型的开发与应用——以韩国水原市为例

Hyun-Jin Jung, Gisun Jung, Young Kim, Nokhaiz Tariq Khan, Yo-Han Kim, Y. Kim, Jinsoo Park
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引用次数: 0

摘要

中东呼吸综合征(MERS)和禽流感等疾病的传播造成了重大的社会经济问题,并突出表明需要对疾病传播模式进行系统分析。然而,在韩国,大多数国内研究使用基于方程的方法,将整个国家视为一个单一实体,适用性有限。在这项研究中,我们提出了一个基于agent的疾病扩散模型,该模型不仅反映了疾病的性质,而且反映了每个地区人口的结构和统计特征。我们以2010年人口普查数据为基础,开发了韩国水原市的综合人口模型。基于居民社会经济活动的接触网络,分析疾病传播及各种应对策略。预期拟议的模型将在制定有效的疾病相关政策方面发挥重要作用,反映当今城市社会的流动性和社会经济结构。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development and appplication of agent-bsed disease spread simulation model : The case of Suwon, Korea
The spread of diseases such as the Middle East Respiratory Syndrome (MERS) and avian influenza inflicts a significant socioeconomic problem, and highlights the need for a systematic analysis of disease spread patterns. In Korea, however, most domestic research utilize equation based approaches that treat the entire country as a single entity, providing limited applicability. In this study, we propose an agent-based disease diffusion model that reflects not only the nature of the disease, but also the structural and statistical characteristics of each region's population. Based on the 2010 Census data, we developed a synthetic population model of Suwon city in Korea. The spread of disease and various response strategies were analyzed based on the contact network based on the socioeconomic activities of residents. The proposed model is expected to play an important role in formulation of effective disease-related policies, reflecting the mobility and socio-economic structure of today's urban society.
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