DocumentCode
677663
Title
Disease modeling within refugee camps: A multi-agent systems approach
Author
Crooks, Andrew ; Hailegiorgis, Ates
Author_Institution
Dept. of Comput. Social Sci., George Mason Univ., Fairfax, VA, USA
fYear
2013
fDate
8-11 Dec. 2013
Firstpage
1697
Lastpage
1706
Abstract
The displacement of people in times of crisis represents a challenge for humanitarian assistance and disaster relief and stakeholder agencies. Major challenges include providing adequate security and medical facilities to displaced people. Within this paper, we develop a spatially explicit multi-agent system model that explores the spread of cholera in the Dadaab refugee camps, Kenya. A common characteristic of these camps is poor sanitation and housing conditions which contribute to frequent outbreaks of cholera. We model the spread of cholera by explicitly representing the interaction between humans (host) and their environment, and the spread of the epidemic. The results from the model show that the spread of cholera grows radially from contaminated water sources and can have an impact on service provision. Agents´ social behavior and movements contribute to the spread of cholera to other camps where water sources were relatively safe.
Keywords
contamination; diseases; epidemics; medical computing; multi-agent systems; Dadaab refugee camps; Kenya; agent movements; agent social behavior; cholera; contaminated water sources; disaster relief; disease modeling; epidemic; human-environment interaction; humanitarian assistance; multiagent system approach; stakeholder agencies; Cities and towns; Diseases; Educational institutions; Mathematical model; Multi-agent systems; Water pollution; Water resources;
fLanguage
English
Publisher
ieee
Conference_Titel
Simulation Conference (WSC), 2013 Winter
Conference_Location
Washington, DC
Print_ISBN
978-1-4799-2077-8
Type
conf
DOI
10.1109/WSC.2013.6721551
Filename
6721551
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