基于人类日常行为的传染病传播模拟:以SARS为例

16th International Conference on Artificial Reality and Telexistence--Workshops (ICAT'06) Pub Date : 2006-11-29 DOI:10.1109/ICAT.2006.69

Jieping Zhou, J. Gong, Wenhang Li

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引用次数: 7

摘要

本文旨在模拟人类的日常行为进行人群模拟，以探索流行病的传播。重点讨论了行人路径模型和人的日常行为模型这两个方面。以严重急性呼吸系统综合征(SARS)为例，设计了基于个体的虚拟社区模型，采用多智能体方法实现了SARS在社区中的传播模拟。利用Java、Java 3D和SWARM设计开发了虚拟环境中人群模拟的原型系统，并进行了SARS在虚拟社区中的传播实验，探索SARS的传播特征，评价疾病传播控制措施的有效性

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Human Daily Behavior Based Simulation for Epidemic Transmission: A Case Study of SARS

This paper aims to model a human daily behavior for crowd simulation in order to explore epidemic transmission. Two aspects of the human daily behavior model are particularly discussed which are pedestrian path model and human daily behavior model. In a case study of the severe acute respiratory syndrome (SARS), an individual based model in a virtual community is designed, and a multi-agent approach is used to implement the simulation of SARS transmission in the community. A prototype system for crowd simulation in virtual environments is designed and developed with Java, Java 3D and SWARM, and an experiment of SARS transmission in the virtual community is conducted for exploring the characteristics of SARS transmission which may help evaluate the effectiveness of control measures of disease spread

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16th International Conference on Artificial Reality and Telexistence--Workshops (ICAT'06)

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