Evaluating the Impact of Vaccination on COVID-19 Pandemic Used a Hierarchical Weighted Contact Network Model
Luo, Tianyi3,4; Cao, Zhidong2,3,4; Zhao, Pengfei2,3,4; Zeng, Daniel Dajun2,3,4; Zhang, Qingpeng1
2021-11
会议日期2022-11-2-11-3
会议地点线上
DOI10.1109/ISI53945.2021.9624841
英文摘要

The 2019 Novel Coronavirus Disease (COVID-19) vaccines have been placed significant expectation to end the COVID-19 pandemic sooner. However, issues related to vaccines still need to be resolved urgently, including the vaccination number and range. In this paper, we proposed an epidemic spread model based on the hierarchical weighted network. This model fully considers the heterogeneity of the community social contact network and the epidemiological characteristics of COVID-19 in China, which enables to evaluate the potential impact of vaccine efficacy, vaccination schemes, and mixed interventions on the epidemic. The results show that a mass vaccination can effectively control the epidemic but cannot completely eliminate it. In the case of limited resources, giving vaccination priority to the individuals with high contact intensity in the community is necessary. Joint implementation with non-pharmacological interventions strengthening the control of virus transmission. The results provide insights for decision-makers with effective vaccination plans and prevention and control programs.

内容类型会议论文
源URL[http://ir.ia.ac.cn/handle/173211/48981]  
专题自动化研究所_复杂系统管理与控制国家重点实验室_互联网大数据与安全信息学研究中心
通讯作者Cao, Zhidong
作者单位1.School of Data Science, City University of Hong Kong, Hong Kong SAR, China
2.Shenzhen Artificial Intelligence and Data Science Institute (Longhua), Shenzhen, China
3.School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China
4.The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China
推荐引用方式
GB/T 7714
Luo, Tianyi,Cao, Zhidong,Zhao, Pengfei,et al. Evaluating the Impact of Vaccination on COVID-19 Pandemic Used a Hierarchical Weighted Contact Network Model[C]. 见:. 线上. 2022-11-2-11-3.
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