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Digital Library of the
European Council for Modelling and Simulation |
Title: |
Towards A Multi-Dimensional Modelling Of
Complex Social Systems Using Data Mining And Type-2 Neuro-Fuzzy
System: Religious
Affiliation Case Of Study |
Authors: |
Manuel Castañón–Puga,
Carelia Gaxiola-Pacheco,
Juan Ramón Castro, Dora-Luz Flores, Ramiro Jaimes–Martínez |
Published in: |
(2012).ECMS
2012 Proceedings edited by: K. G. Troitzsch, M. Moehring, U. Lotzmann. European
Council for Modeling and Simulation. doi:10.7148/2012 ISBN:
978-0-9564944-4-3 26th
European Conference on Modelling and Simulation, Shaping reality through simulation Koblenz,
Germany, May 29 – June 1 2012 |
Citation
format: |
Castanon-Puga, M., Gaxiola-Pacheco,
C., Castro, J. R., Martinez, R. J., & Flores, D.-L.
(2012). Towards A Multi-Dimensional Modelling Of
Complex Social Systems Using Data Mining And Type-2 Neuro-Fuzzy
System: Religious Affiliation Case Of Study. ECMS 2012 Proceedings edited by:
K. G. Troitzsch, M. Moehring,
U. Lotzmann (pp. 136-142).
European Council for Modeling and Simulation. doi:10.7148/2012-0136-0142 |
DOI: |
http://dx.doi.org/10.7148/2012-0136-0142 |
Abstract: |
The
purpose of this paper is, to describe a work-in pro- cess
for application of distributed agency methodology to multi-dimensional
preference model into a complex social system. This paper shows a study case
focused on a modeling system for decision-making on cognitive structure
religious affiliation preference. A type-2 neuro-
fuzzy approach is used to configure cognitive rules into an agent to build a
multi-agent model for social simula- tion. |
Full
text: |