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Statistical exploratory analysis of agent-based simulations in a social context

Villa-Vialaneix, Nathalie and Sibertin-Blanc, Christophe and Roggero, Pascal Statistical exploratory analysis of agent-based simulations in a social context. (2014) Case Studies in Business, Industry and Government Statistics, vol. 5 (n° 2). pp. 132-149. ISSN 2152-372X

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Abstract

This paper presents a case study for motivating the use of data mining in a social agent-based simulation framework. The data used in this article come from the social simulation platform SocLab. They were generated from a model designed to analyze a real situation related to the management of a river in the South West of France. Several standard statistical methods are used to analyze the possible outcomes of the discussion between the actors. Finally, a typology of these outcomes is obtained with a self - organizing map. The presentation is accessible to readers with an intermediate level of statistics.

Item Type:Article
Additional Information:Thanks to Société Française de Statistiques (SFdS) editor. The definitive version is available at http://publications-sfds.fr The original PDF of the article can be found at Case Studies in Business, Industry and Government Statistics website :http://publications-sfds.fr/index.php/csbigs
HAL Id:hal-01154187
Audience (journal):International peer-reviewed journal
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Ecole Nationale Supérieure de Formation de l'Enseignement Agricole - ENSFEA (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Other partners > Université Paris 1 Panthéon-Sorbonne (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)
Other partners > Université de Perpignan Via Domitia - UPVD (FRANCE)
Laboratory name:
Statistics:download
Deposited By: IRIT IRIT
Deposited On:26 Feb 2015 09:33

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