DocumentCode
1913491
Title
Image-Scenarization: A computer-aided approach for agent-based analysis and design
Author
Lizotte, Michel ; Rioux, François
Author_Institution
Defence R&D Canada, Quebec City, QC, Canada
fYear
2010
fDate
5-8 Dec. 2010
Firstpage
837
Lastpage
848
Abstract
Agent-based modeling has been of interest to researchers for some time now. Some research has focused on the analysis and design of such software, but none has truly addressed the need for automated assistance in creating agent-based simulators from initial problem comprehension. This paper proposes an approach addressing the gap and supporting the spiral process of generating an agent-based simulator. In particular, this approach enables the incremental and iterative representation of a problem and its translation into an executable model. Initially using an unconstrained ontology, the designer draws conceptual graphs representing the problem. Progressively, graph elements are linked hierarchically under concepts that are part of a predefined generic Scenarization Vocabulary (i.e., agent, patient, behaviour, attribute, parameter, variable ...). This Scenarization semantic defines roles in the simulation. This approach is part of a broader research effort known as IMAGE that develops a toolset concept supporting collaborative understanding of complex situations.
Keywords
graph theory; multi-agent systems; ontologies (artificial intelligence); vocabulary; agent-based analysis; agent-based design; agent-based modeling; agent-based simulators; computer-aided approach; conceptual graphs; generic scenarization vocabulary; image-scenarization; iterative representation; problem comprehension; unconstrained ontology; Arrays; Colon; Humans; Object recognition; Semantics; Software; Vocabulary;
fLanguage
English
Publisher
ieee
Conference_Titel
Simulation Conference (WSC), Proceedings of the 2010 Winter
Conference_Location
Baltimore, MD
ISSN
0891-7736
Print_ISBN
978-1-4244-9866-6
Type
conf
DOI
10.1109/WSC.2010.5679105
Filename
5679105
Link To Document