The impact of campus buses on disease spreading via contact networks
Although the world is progressively emerging from the COVID-19 pandemic, the spread of infectious diseases remains a major threat to public health. As people return to normalcy, these human movements, especially via the means of public transportation, is a contributing factor to the persistence of t...
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Nanyang Technological University
2023
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sg-ntu-dr.10356-1663332023-04-28T15:39:49Z The impact of campus buses on disease spreading via contact networks Hay, Nicolette Shu Ying Cai Wentong School of Computer Science and Engineering ASWTCAI@ntu.edu.sg Engineering::Computer science and engineering Although the world is progressively emerging from the COVID-19 pandemic, the spread of infectious diseases remains a major threat to public health. As people return to normalcy, these human movements, especially via the means of public transportation, is a contributing factor to the persistence of the novel coronavirus to date. It is also important to identify potential hotbeds for diseases to spread, and one such place is school campuses where young students spend long durations at. Thus, it is necessary to analyze human encounters and identify transmission chains to control disease spread. This project studies the influence of a transportation system of a university campus on disease spread via contact networks. Synthetic data are created to represent passenger traffic in the transportation system, and contact networks are formed. Through analyses of contact networks, ways to control or minimize disease spread are identified. Bachelor of Science in Data Science and Artificial Intelligence 2023-04-25T02:12:16Z 2023-04-25T02:12:16Z 2023 Final Year Project (FYP) Hay, N. S. Y. (2023). The impact of campus buses on disease spreading via contact networks. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/166333 https://hdl.handle.net/10356/166333 en SCSE22-0535 application/pdf Nanyang Technological University |
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Engineering::Computer science and engineering Hay, Nicolette Shu Ying The impact of campus buses on disease spreading via contact networks |
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Although the world is progressively emerging from the COVID-19 pandemic, the spread of infectious diseases remains a major threat to public health. As people return to normalcy, these human movements, especially via the means of public transportation, is a contributing factor to the persistence of the novel coronavirus to date. It is also important to identify potential hotbeds for diseases to spread, and one such place is school campuses where young students spend long durations at. Thus, it is necessary to analyze human encounters and identify transmission chains to control disease spread. This project studies the influence of a transportation system of a university campus on disease spread via contact networks. Synthetic data are created to represent passenger traffic in the transportation system, and contact networks are formed. Through analyses of contact networks, ways to control or minimize disease spread are identified. |
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Cai Wentong |
author_facet |
Cai Wentong Hay, Nicolette Shu Ying |
format |
Final Year Project |
author |
Hay, Nicolette Shu Ying |
author_sort |
Hay, Nicolette Shu Ying |
title |
The impact of campus buses on disease spreading via contact networks |
title_short |
The impact of campus buses on disease spreading via contact networks |
title_full |
The impact of campus buses on disease spreading via contact networks |
title_fullStr |
The impact of campus buses on disease spreading via contact networks |
title_full_unstemmed |
The impact of campus buses on disease spreading via contact networks |
title_sort |
impact of campus buses on disease spreading via contact networks |
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Nanyang Technological University |
publishDate |
2023 |
url |
https://hdl.handle.net/10356/166333 |
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1765213838617083904 |