Building commuting flows for an agent based disease spreading simulation system based on aggregated information

Hung Jui Chang, Wei Ping Goh, Shu Chen Tsai, Ting Yu Lin, Chien Chi Chang, Mei Lien Pan, Da Wei Wang, Tsan Sheng Hsu*

*此作品的通信作者

研究成果: Conference contribution同行評審

摘要

In the kernel of an agent-based disease-spreading simulation system, the key factor is the commuting flows of students and workers during weekdays, which gives the movement of people between their residents and offices/schools. During commuting, people who lived in different areas mixed, which increases the spatial spreading of the virus temporally. It is difficult to extract the exact flow from data such as the census. However, small-scale survey examples and aggregated information, such as the size of schools and dormitories and transportation utilization, are known. Using the above, together with information on transportation routes and public transits, in this paper, we give a method based on the well-known flow conservation principle to construct a commuting flow in Taiwan. Validations are given to show such constructed data to fairly describe the real flow by observing our simulation system’s behaviors against what happened in previous pandemics.

原文English
主出版物標題SIMULTECH 2023 - Proceedings of the 13th International Conference on Simulation and Modeling Methodologies, Technologies and Applications
編輯Gerd Wagner, Frank Werner, Floriano De Rango
發行者Science and Technology Publications, Lda
頁面303-310
頁數8
ISBN(列印)9789897586682
DOIs
出版狀態Published - 2023
事件13th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, SIMULTECH 2023 - Rome, Italy
持續時間: 12 7月 202314 7月 2023

出版系列

名字Proceedings of the International Conference on Simulation and Modeling Methodologies, Technologies and Applications
1
ISSN(列印)2184-2841

Conference

Conference13th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, SIMULTECH 2023
國家/地區Italy
城市Rome
期間12/07/2314/07/23

指紋

深入研究「Building commuting flows for an agent based disease spreading simulation system based on aggregated information」主題。共同形成了獨特的指紋。

引用此