NDLI: A computational paradigm for the simulation of complex epidemic diseases

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A computational paradigm for the simulation of complex epidemic diseases

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A computational paradigm for the simulation of complex epidemic diseases

Content Provider	ACM Digital Library
Author	Le, Xuan Tuan Cohen, Jean Marie Bui, Marc
Abstract	In this work, we present a paradigm to build a decision support tool which enable users to "play" with the model, change the input parameters, test different intervention scenarios,. in case of infectious diseases. The proposed paradigm involves modeling of closed to realistic social contact networks through which the disease transmissions take place as well as the social influence networks which take part in determining individual decisions and hence, lead to impacts on the propagation of the disease. The proposed model follows agent based approach and uses statecharts for the modeling of agent behaviors focusing on the behaviors of each individual when he/she is being sick or when hearing of the sickness of the others. The dynamics of attitude of a person (which affects that agent's decision) is characterized using opinion dynamics model that take place on those influence networks. Different interventions strategies are also investigated that take into account the fact that agent is incentive. Our preliminary simulation results shows that, with the making best use of available (demographic, transportation,.) data and considering of behaviors at individual level, the proposed model can capture the spreading characteristics of the disease as well as the impacts of intervention strategies on its propagation process at the whole population level.
Starting Page	36
Ending Page	43
Page Count	8
File Format	PDF
ISBN	9781450348157
DOI	10.1145/3011077.3011110
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2016-12-08
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Epidemic Intervention Agent based modeling Statecharts Diffusion process Complex systems
Content Type	Text
Resource Type	Article

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