南方科技大学知识苑(SUSTech KC): Human Mobility-based Individual-level Epidemic Simulation Platform

题名	Human Mobility-based Individual-level Epidemic Simulation Platform
作者	Fan, Zipei 1,2; Yang, Chuang 2; Zhang, Zhiwen 2; Song, Xuan1,2 ; Liu, Yinghao 2; Jiang, Renhe 1,2; Chen, Quanjun 1,2; Shibasaki, Ryosuke 2
通讯作者	Song, Xuan
发表日期	2022-09-01
DOI	10.1145/3491063
发表期刊	ACM Transactions on Spatial Algorithms and Systems 影响因子和分区
ISSN	2374-0353
EISSN	2374-0361
卷号	8 期号:3
摘要	COVID-19 has spread worldwide, and over 140 million people have been confirmed infected, over 3 million people have died, and the numbers are still increasing dramatically. The consensus has been reached by scientists that COVID-19 can be transmitted in an airborne way, and human-to-human transmission is the primary cause of the fast spread of COVID-19. Thus, mobility should be restricted to control the epidemic, and many governments worldwide have succeeded in curbing the spread by means of control policies like city lockdowns. Against this background, we propose a novel fine-grained transmission model based on realworld human mobility data and develop a platform that helps the researcher or governors to explore the possibility of future development of the epidemic spreading and simulate the outcomes of human mobility and the epidemic state under different epidemic control policies. The proposed platform can also support users to determine potential contacts, discover regions with high infectious risks, and assess the individual infectious risk. The multi-functional platform aims at helping the users to evaluate the effectiveness of a regional lockdown policy and facilitate the process of screening and more accurately targeting the potential virus carriers.
关键词	Epidemic control policy simulation human mobility simulation
相关链接	[来源记录]
收录类别	ESCI
语种	英语
学校署名	第一 ; 通讯
资助项目	Japan Society for the Promotion of Science, Japan's Ministry of Education, Culture, Sports, Science, and Technology (MEXT)[20K19782] ; Strategic International Collaborative Research Program (SICORP)[JPMJSC2104]
WOS研究方向	Remote Sensing
WOS类目	Remote Sensing
WOS记录号	WOS:000885872900004
出版者	ASSOC COMPUTING MACHINERY
来源库	Web of Science
引用统计	被引频次[WOS]：0
成果类型	期刊论文
条目标识符	http://sustech.caswiz.com/handle/2SGJ60CL/417050
专题	南方科技大学
作者单位	1.Southern Univ Sci & Technol, Shenzhen, Peoples R China 2.Univ Tokyo, Ctr Spatial Informat Sci, Kashiwa, Chiba, Japan
第一作者单位	南方科技大学
通讯作者单位	南方科技大学
第一作者的第一单位	南方科技大学
推荐引用方式 GB/T 7714	Fan, Zipei,Yang, Chuang,Zhang, Zhiwen,et al. Human Mobility-based Individual-level Epidemic Simulation Platform[J]. ACM Transactions on Spatial Algorithms and Systems,2022,8(3).
APA	Fan, Zipei.,Yang, Chuang.,Zhang, Zhiwen.,Song, Xuan.,Liu, Yinghao.,...&Shibasaki, Ryosuke.(2022).Human Mobility-based Individual-level Epidemic Simulation Platform.ACM Transactions on Spatial Algorithms and Systems,8(3).
MLA	Fan, Zipei,et al."Human Mobility-based Individual-level Epidemic Simulation Platform".ACM Transactions on Spatial Algorithms and Systems 8.3(2022).