A Simulation-based Procedure for Expert System Evaluation

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TypeArticle
ConferenceProceedings of the IEA/AIE 13th International Conference, June 19-22, 2000., New Orleans, Louisiana, USA
Subjectdecision-making support; expert system; collision avoidance; verification & validation; simulation-based procedure
AbstractIt is well recognized that the evaluation of the developed knowledge-based system is very important and cliff cult in the development of expert systems in the domains such as aviation, and navigation. To alleviate some of the difficulties, and to reduce the development cost, the authors proposed an evaluating procedure based on simulation. The proposed procedure was designed to validate the functionality and capability of an expert system that was developed to provide decision-making support in ship navigation. In this paper, the developed expert system for collision avoidance is first outlined, then how to evaluate the developed expert system by using the simulation-based approach will be presented in detail. The conclusion is that the simulation-based procedure is effective and feasible for evaluating expert systems in a number of different domains.
Publication date
LanguageEnglish
AffiliationNRC Institute for Information Technology; National Research Council Canada
Peer reviewedNo
NRC number43621
NPARC number8913441
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Record identifier91bb6cac-0f4a-4498-a5f9-6ef9f3779187
Record created2009-04-22
Record modified2016-05-09
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