Random modelling of contagious (Social and Infectious) diseases: Examples of obesity and HIV and perspectives using social networks

J. Demongeot; O. Hansen; A. S. Jannot; C. Taramasco

doi:10.1109/WAINA.2012.173

Random modelling of contagious (Social and Infectious) diseases: Examples of obesity and HIV and perspectives using social networks

J. Demongeot
, O. Hansen
, A. S. Jannot
, C. Taramasco

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Abstract

Modelling contagious diseases needs to incorporate in the models information about social networks through which the disease spreads out as well as data about demographic and genetic changes in the susceptible population, and also to include mechanistic knowledge about contacts between hosts and pathogens. We will introduce all these elements in two examples of contagious diseases, the obesity, a social pathology partly caused by behaviour mimicking some dominant habits of nutrition and HIV transmitted through social networks. Obesity spread modelling will use the notion of homophilic graphs and we will show that a micro-simulation of IBM type (Individual Based Modelling) can reproduce the current stable incidence of the HIV epidemic in a population of HIV-positive MSM (Men having Sex with Men).

Original language	English
Title of host publication	Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012
Pages	1153-1160
Number of pages	8
DOIs	https://doi.org/10.1109/WAINA.2012.173
Publication status	Published - 2012
Externally published	Yes
Event	26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012 - Fukuoka, Japan Duration: 26 Mar 2012 → 29 Mar 2012

Publication series

Name	Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012

Conference

Conference	26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012
Country/Territory	Japan
City	Fukuoka
Period	26/03/12 → 29/03/12

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

contagious diseases
HIV
obesity
social networks

ASJC Scopus subject areas

Computer Science Applications
Information Systems

Access to Document

10.1109/WAINA.2012.173

Cite this

Demongeot, J., Hansen, O., Jannot, A. S., & Taramasco, C. (2012). Random modelling of contagious (Social and Infectious) diseases: Examples of obesity and HIV and perspectives using social networks. In Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012 (pp. 1153-1160). Article 6185405 (Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012). https://doi.org/10.1109/WAINA.2012.173

Demongeot, J. ; Hansen, O. ; Jannot, A. S. et al. / Random modelling of contagious (Social and Infectious) diseases : Examples of obesity and HIV and perspectives using social networks. Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012. 2012. pp. 1153-1160 (Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012).

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title = "Random modelling of contagious (Social and Infectious) diseases: Examples of obesity and HIV and perspectives using social networks",

abstract = "Modelling contagious diseases needs to incorporate in the models information about social networks through which the disease spreads out as well as data about demographic and genetic changes in the susceptible population, and also to include mechanistic knowledge about contacts between hosts and pathogens. We will introduce all these elements in two examples of contagious diseases, the obesity, a social pathology partly caused by behaviour mimicking some dominant habits of nutrition and HIV transmitted through social networks. Obesity spread modelling will use the notion of homophilic graphs and we will show that a micro-simulation of IBM type (Individual Based Modelling) can reproduce the current stable incidence of the HIV epidemic in a population of HIV-positive MSM (Men having Sex with Men).",

keywords = "contagious diseases, HIV, obesity, social networks",

author = "J. Demongeot and O. Hansen and Jannot, \{A. S.\} and C. Taramasco",

year = "2012",

doi = "10.1109/WAINA.2012.173",

language = "English",

isbn = "9780769546520",

series = "Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012",

pages = "1153--1160",

booktitle = "Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012",

note = "26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012 ; Conference date: 26-03-2012 Through 29-03-2012",

}

Demongeot, J, Hansen, O, Jannot, AS & Taramasco, C 2012, Random modelling of contagious (Social and Infectious) diseases: Examples of obesity and HIV and perspectives using social networks. in Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012., 6185405, Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012, pp. 1153-1160, 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012, Fukuoka, Japan, 26/03/12. https://doi.org/10.1109/WAINA.2012.173

Random modelling of contagious (Social and Infectious) diseases: Examples of obesity and HIV and perspectives using social networks. / Demongeot, J.; Hansen, O.; Jannot, A. S. et al.
Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012. 2012. p. 1153-1160 6185405 (Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Random modelling of contagious (Social and Infectious) diseases

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AU - Taramasco, C.

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Y1 - 2012

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AB - Modelling contagious diseases needs to incorporate in the models information about social networks through which the disease spreads out as well as data about demographic and genetic changes in the susceptible population, and also to include mechanistic knowledge about contacts between hosts and pathogens. We will introduce all these elements in two examples of contagious diseases, the obesity, a social pathology partly caused by behaviour mimicking some dominant habits of nutrition and HIV transmitted through social networks. Obesity spread modelling will use the notion of homophilic graphs and we will show that a micro-simulation of IBM type (Individual Based Modelling) can reproduce the current stable incidence of the HIV epidemic in a population of HIV-positive MSM (Men having Sex with Men).

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KW - HIV

KW - obesity

KW - social networks

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M3 - Conference contribution

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SN - 9780769546520

T3 - Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012

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Demongeot J, Hansen O, Jannot AS, Taramasco C. Random modelling of contagious (Social and Infectious) diseases: Examples of obesity and HIV and perspectives using social networks. In Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012. 2012. p. 1153-1160. 6185405. (Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012). doi: 10.1109/WAINA.2012.173

Random modelling of contagious (Social and Infectious) diseases: Examples of obesity and HIV and perspectives using social networks

Abstract

Publication series

Conference

UN SDGs

Keywords

ASJC Scopus subject areas

Access to Document

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