Developing a strategy for expert system verification and validation
- 1 April 1994
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Systems, Man, and Cybernetics
- Vol. 24 (4) , 643-655
- https://doi.org/10.1109/21.286384
Abstract
Research and practice has produced numerous methods for expert system verification and validation (V&V) that augment traditional software and systems approaches to V&V. This paper shows how to develop a strategy for expert system V&V. A strategy for V&V has three components: 1) the criteria by which an expert system will be judged as valid, 2) a life cycle model that specifies what V&V can be done when, and 3) the constraints (and opportunities) imposed by the characteristics of the system being developed. Starting with a development methodology, we shown how to map V&V methods onto the software life cycle and then match V&V methods to system characteristics. We give an example of our approach to developing a V&V strategy in the context of an expert system development projectKeywords
This publication has 37 references indexed in Scilit:
- An approach towards the verification of expert systems using numerical petri netsInternational Journal of Intelligent Systems, 1991
- An integrative model of expert system verification and validationExpert Systems with Applications, 1990
- A software engineering methodology for rule-based systemsIEEE Transactions on Knowledge and Data Engineering, 1990
- Dynamic testing of knowledge bases using the heuristic testing approachExpert Systems with Applications, 1990
- The evaluation of decision-aiding systems: Guidelines and methodsInformation & Management, 1989
- Presenting abstract versus concrete information in expert systems: what is the impact on user performance?International Journal of Man-Machine Studies, 1989
- Toward an empirical approach to evaluating the knowledge base of an expert systemIEEE Transactions on Systems, Man, and Cybernetics, 1989
- Validating Expert System PerformanceIEEE Expert, 1987
- Useful approach for evaluating expert systemsExpert Systems, 1986
- Value Analysis: Justifying Decision Support SystemsMIS Quarterly, 1981