Analysing a complex agent-based model using data-mining techniques

dc.contributor.author
Edmonds, Bruce
dc.contributor.author
Little, Claire
dc.contributor.author
Lessard-Phillips, Laurence
dc.contributor.author
Fieldhouse, Ed
dc.date.issued
2014
dc.identifier
https://ddd.uab.cat/record/128002
dc.identifier
urn:oai:ddd.uab.cat:128002
dc.description.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.
dc.format
application/pdf
dc.language
eng
dc.publisher
dc.relation
Social Simulation Conference ; 1a : 2014
dc.rights
open access
dc.rights
Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial, la distribució, 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.
dc.rights
https://creativecommons.org/licenses/by-nc-nd/3.0/
dc.subject
Data mining techniques
dc.subject
Computational social science
dc.subject
Social simulation
dc.title
Analysing a complex agent-based model using data-mining techniques
dc.type
Comunicació de congrés


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