Analysing a complex agent-based model using data-mining techniques
Edmonds, Bruce (Manchester Metropolitan University)
Little, Claire (Manchester Metropolitan University)
Lessard-Phillips, Laurence (University of Manchester)
Fieldhouse, Ed (University of Manchester)

Date: 2014
Abstract: A complex "Data Integration Model" of voter behaviour is described. However it is very complex and hard to analyse. For such a model "thin" samples of the outcomes using classic parameter sweeps are inadequate. In order to get a more holistic picture of its behaviour datamining techniques are applied to the data generated by many runs of the model, each with randomised parameter values.
Rights: Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial i la comunicació pública de l'obra, sempre que no sigui amb finalitats comercials, i sempre que es reconegui l'autoria de l'obra original. No es permet la creació d'obres derivades. Creative Commons
Language: Anglès.
Document: conferenceObject
Subject: Data mining techniques ; Computational social science ; Social simulation
Published in: Social Simulation Conference. Bellaterra, Cerdanyola del Vallés, 1a : 2014

Podeu consultar la compilació de les ponències presentades a Social Simulation Conference a: https://ddd.uab.cat/record/125597


12 p, 1.1 MB

The record appears in these collections:
Contributions to meetings and congresses > Papers and communications

 Record created 2015-01-09, last modified 2018-11-10



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