OATAO - Open Archive Toulouse Archive Ouverte Open Access Week

Which models are used in social simulation to generate social networks? A review of 17 years of publications in JASSS

Amblard, Frédéric and Bouadjio Boulic, Audren and Sureda Gutierrez, Carlos and Gaudou, Benoit Which models are used in social simulation to generate social networks? A review of 17 years of publications in JASSS. (2015) In: Winter Simulation Conference (WSC 2015), 6 December 2015 - 9 December 2015 (Huntington Beach, CA, United States).

[img]
Preview
(Document in English)

PDF (Author's version) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
486kB

Official URL: http://dx.doi.org/10.1109/WSC.2015.7408556

Abstract

Aiming at producing more realistic and informed agent-based simulations of social systems, one often need to build realistic synthetic populations. Apart of this synthetic population generation, the question of generating realistic social networks is an important phase. We examined the articles published in the Journal of Artificial Societies and Social Simulation (JASSS) in between 1998 and 2015 in order to identify the models of social networks that were actually used by the community. After presenting the main models (regular networks, random graphs, small-world networks, scale-free networks, spatial networks), we discuss the evolution of the use of each one of these models. We then present different existing alternatives to those kind of models and discuss the combined use of both simple and more elaborated or data-driven models to different aims along the process of developing agent-based social simulation with realistic synthetic populations

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to IEEE editor. This papers appears in Proceedings of the 2015 Winter Simulation Conference. ISBN : 978-1-4673-9741-4 The original PDF of the article can be found at : http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7408556&filter%3DAND%28p_IS_Number%3A7408148%29%26pageNumber%3D16
HAL Id:hal-01303799
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Laboratory name:
Statistics:download
Deposited By: IRIT IRIT
Deposited On:11 Mar 2016 09:10

Repository Staff Only: item control page