Development and appplication of agent-bsed disease spread simulation model: the case of Suwon, Korea

Hyun Jin Jung, Gi Sun Jung, Young Kim, Nokhaiz Tariq Khan, Yo Han Kim, Yun Bae Kim, Jin Soo Park

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

6 Scopus citations

Abstract

The spread of diseases such as the Middle East Respiratory Syndrome (MERS) and avian influenza inflicts a significant socioeconomic problem, and highlights the need for a systematic analysis of disease spread patterns. In Korea, however, most domestic research utilize equation based approaches that treat the entire country as a single entity, providing limited applicability. In this study, we propose an agent-based disease diffusion model that reflects not only the nature of the disease, but also the structural and statistical characteristics of each region's population. Based on the 2010 Census data, we developed a synthetic population model of Suwon city in Korea. The spread of disease and various response strategies were analyzed based on the contact network based on the socioeconomic activities of residents. The proposed model is expected to play an important role in formulation of effective disease-related policies, reflecting the mobility and socio-economic structure of today's urban society.

Original languageEnglish
Title of host publication2017 Winter Simulation Conference, WSC 2017
EditorsVictor Chan
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages2810-2820
Number of pages11
ISBN (Electronic)9781538634288
DOIs
StatePublished - 28 Jun 2017
Externally publishedYes
Event2017 Winter Simulation Conference, WSC 2017 - Las Vegas, United States
Duration: 3 Dec 20176 Dec 2017

Publication series

NameProceedings - Winter Simulation Conference
ISSN (Print)0891-7736

Conference

Conference2017 Winter Simulation Conference, WSC 2017
Country/TerritoryUnited States
CityLas Vegas
Period3/12/176/12/17

Bibliographical note

Publisher Copyright:
© 2017 IEEE.

ASJC Scopus subject areas

  • Software
  • Modeling and Simulation
  • Computer Science Applications

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