Covid-19 Disease Simulation using GAMA platform

Tran Quy Ban, Phan Lac Duong, Nguyen Hoang Son, Tran Van Dinh

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

5 Scopus citations

Abstract

In less than three months after its emergence in China, the Covid-19 pandemic has spread to at least 180 countries. In the absence of previous experience with this new disease, public health authorities have implemented many experiments in a short period and, in a mostly uninformed way, various combinations of interventions at different scales. These include a ban on large gatherings, closure of borders - individual and collective containment, monitoring of population movements, social tracing, social distancing, etc. However, as the pandemic is progressing, data are collected from various sources. On the one hand, authorities allow to make informed adjustments to the current and planned interventions and reveal them. On the other hand, an urgent need for tools and methodologies that enable fast analysis, understanding, comparison, and forecasting of the effectiveness of the responses against COVID-19 across different communities and contexts. In this perspective, computational modeling appears as invaluable leverage as it allows us to explore in silico a range of intervention strategies before the potential phase of field implementation.

Original languageEnglish
Title of host publication2020 International Conference on Computational Intelligence, ICCI 2020
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages246-251
Number of pages6
ISBN (Electronic)9781728154473
DOIs
StatePublished - 8 Oct 2020
Externally publishedYes
Event2020 International Conference on Computational Intelligence, ICCI 2020 - Bandar Seri Iskandar, Malaysia
Duration: 8 Oct 20209 Oct 2020

Publication series

Name2020 International Conference on Computational Intelligence, ICCI 2020

Conference

Conference2020 International Conference on Computational Intelligence, ICCI 2020
Country/TerritoryMalaysia
CityBandar Seri Iskandar
Period8/10/209/10/20

Bibliographical note

Publisher Copyright:
© 2020 IEEE.

Keywords

  • Agent-based Modeling (ABM)
  • Covid-19 Simulation
  • GAMA Platform

ASJC Scopus subject areas

  • Artificial Intelligence
  • Information Systems and Management
  • Control and Optimization

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