Title :
MSSIN: Agent based social simulation model with an intelligent approach
Author :
Angel, Ronald ; Gonzalez, E. ; Gonzalez, Adriana
Author_Institution :
Dept. de Ing. de Sist., Pontificia Univ. Javeriana, Bogota, Colombia
Abstract :
The lack of social simulation models that meet all requirements suggested to support decision making in public or private community service is a problem. This phenomenon is managed by building MSSIN, an agent-based model. This solution, first proposed a generic model for BDI agents, using methods such as fuzzy logic and Q-learning in their decision-making mechanism, based on the main concepts of the sociological theory of Bratman. Then, build a model of social interactions and apply general and specific contexts concepts present in the studied societies.
Keywords :
fuzzy logic; learning (artificial intelligence); multi-agent systems; social sciences computing; BDI agents; MSSIN; Q-learning method; agent-based social simulation model; decision making mechanism; fuzzy logic method; generic model; intelligent approach; private community service; public community service; social interaction model; sociological theory; Analytical models; Buildings; Communities; Decision making; Fabrics; Organizations; Unified modeling language; BDI; Intelligent Agents; Intelligent Systems; PROSOFI; goals; simulation; society; sociology;
Conference_Titel :
Computing Colombian Conference (8CCC), 2013 8th
Conference_Location :
Armenia
Print_ISBN :
978-1-4799-1054-0
DOI :
10.1109/ColombianCC.2013.6637529
