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Epidemic Risk Assessment by a Novel Communication Station Based Method

The COVID-19 pandemic has caused serious consequences in the last few months and trying to control it has been the most important objective. With effective prevention and control methods, the epidemic has been gradually under control in some countries and it is essential to ensure safe work resumpti...

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Detalles Bibliográficos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IEEE 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8962826/
https://www.ncbi.nlm.nih.gov/pubmed/35582324
http://dx.doi.org/10.1109/TNSE.2021.3058762
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description The COVID-19 pandemic has caused serious consequences in the last few months and trying to control it has been the most important objective. With effective prevention and control methods, the epidemic has been gradually under control in some countries and it is essential to ensure safe work resumption in the future. Although some approaches are proposed to measure people's healthy conditions, such as filling health information forms or evaluating people's travel records, they cannot provide a fine-grained assessment of the epidemic risk. In this paper, we propose a novel epidemic risk assessment method based on the granular data collected by the communication stations. We first compute the epidemic risk of these stations in different intervals by combining the number of infected persons and the way they pass through the station. Then, we calculate the personnel risk in different intervals according to the station trajectory of the queried person. This method could assess people's epidemic risk accurately and efficiently. We also conduct extensive simulations and the results verify the effectiveness of the proposed method.
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spelling pubmed-89628262022-05-13 Epidemic Risk Assessment by a Novel Communication Station Based Method IEEE Trans Netw Sci Eng Article The COVID-19 pandemic has caused serious consequences in the last few months and trying to control it has been the most important objective. With effective prevention and control methods, the epidemic has been gradually under control in some countries and it is essential to ensure safe work resumption in the future. Although some approaches are proposed to measure people's healthy conditions, such as filling health information forms or evaluating people's travel records, they cannot provide a fine-grained assessment of the epidemic risk. In this paper, we propose a novel epidemic risk assessment method based on the granular data collected by the communication stations. We first compute the epidemic risk of these stations in different intervals by combining the number of infected persons and the way they pass through the station. Then, we calculate the personnel risk in different intervals according to the station trajectory of the queried person. This method could assess people's epidemic risk accurately and efficiently. We also conduct extensive simulations and the results verify the effectiveness of the proposed method. IEEE 2021-02-11 /pmc/articles/PMC8962826/ /pubmed/35582324 http://dx.doi.org/10.1109/TNSE.2021.3058762 Text en This article is free to access and download, along with rights for full text and data mining, re-use and analysis.
spellingShingle Article
Epidemic Risk Assessment by a Novel Communication Station Based Method
title Epidemic Risk Assessment by a Novel Communication Station Based Method
title_full Epidemic Risk Assessment by a Novel Communication Station Based Method
title_fullStr Epidemic Risk Assessment by a Novel Communication Station Based Method
title_full_unstemmed Epidemic Risk Assessment by a Novel Communication Station Based Method
title_short Epidemic Risk Assessment by a Novel Communication Station Based Method
title_sort epidemic risk assessment by a novel communication station based method
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8962826/
https://www.ncbi.nlm.nih.gov/pubmed/35582324
http://dx.doi.org/10.1109/TNSE.2021.3058762
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