Modelling and simulation of contact dynamics on NTU campus

With the recent COVID-19 Pandemic, the study of disease modelling is more important now than ever. Locations such as schools have been one of the key places that such diseases spread quickly due to the number of students that are present on campus at a particular point in time. Multiple studies h...

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Main Author: Rivera, Angus Isabela Gabrielle
Other Authors: Cai Wentong
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/166543
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1665432023-05-05T15:41:46Z Modelling and simulation of contact dynamics on NTU campus Rivera, Angus Isabela Gabrielle Cai Wentong School of Computer Science and Engineering ASWTCAI@ntu.edu.sg Engineering::Computer science and engineering With the recent COVID-19 Pandemic, the study of disease modelling is more important now than ever. Locations such as schools have been one of the key places that such diseases spread quickly due to the number of students that are present on campus at a particular point in time. Multiple studies have explored this topic of disease transmissions on-campus with a focus on the disease spreading pattern without the understanding of the contact patterns of the students in the school. This report explores contact patterns of students staying on-campus in Nanyang Technological University (NTU). This report investigates the trajectory data of students following a timetable by which the students attend classes and socialize with other students. Experiments show that students show greater number of contacts with students staying in the same residential hall as them. It is also found that intervention strategies, such as reducing venue capacity and restricting the number of students staying in a room, help to curb infection spread on NTU campus. Bachelor of Science in Data Science and Artificial Intelligence 2023-05-04T08:18:33Z 2023-05-04T08:18:33Z 2023 Final Year Project (FYP) Rivera, A. I. G. (2023). Modelling and simulation of contact dynamics on NTU campus. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/166543 https://hdl.handle.net/10356/166543 en SCSE22-0537 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Computer science and engineering
spellingShingle Engineering::Computer science and engineering
Rivera, Angus Isabela Gabrielle
Modelling and simulation of contact dynamics on NTU campus
description With the recent COVID-19 Pandemic, the study of disease modelling is more important now than ever. Locations such as schools have been one of the key places that such diseases spread quickly due to the number of students that are present on campus at a particular point in time. Multiple studies have explored this topic of disease transmissions on-campus with a focus on the disease spreading pattern without the understanding of the contact patterns of the students in the school. This report explores contact patterns of students staying on-campus in Nanyang Technological University (NTU). This report investigates the trajectory data of students following a timetable by which the students attend classes and socialize with other students. Experiments show that students show greater number of contacts with students staying in the same residential hall as them. It is also found that intervention strategies, such as reducing venue capacity and restricting the number of students staying in a room, help to curb infection spread on NTU campus.
author2 Cai Wentong
author_facet Cai Wentong
Rivera, Angus Isabela Gabrielle
format Final Year Project
author Rivera, Angus Isabela Gabrielle
author_sort Rivera, Angus Isabela Gabrielle
title Modelling and simulation of contact dynamics on NTU campus
title_short Modelling and simulation of contact dynamics on NTU campus
title_full Modelling and simulation of contact dynamics on NTU campus
title_fullStr Modelling and simulation of contact dynamics on NTU campus
title_full_unstemmed Modelling and simulation of contact dynamics on NTU campus
title_sort modelling and simulation of contact dynamics on ntu campus
publisher Nanyang Technological University
publishDate 2023
url https://hdl.handle.net/10356/166543
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