AI Expert
A framework for the validation of knowledge acquisition
Knowledge Acquisition
Knowledge based systems validation: a state of the art
AI Communications
Validation, verification and test of knowledge-based systems
Validation, verification and test of knowledge-based systems
Towards a conceptual framework for expert system validation
AI Communications
Proposals for a valid terminology in KBS validation
ECAI '92 Proceedings of the 10th European conference on Artificial intelligence
Knowledge-based system verification, validation, and testing: the evolution of a discipline
International Journal of Expert Systems - Special issue on verification and validation
Validation, Verification, and Testing of Computer Software
ACM Computing Surveys (CSUR)
Knowledge Specification of an Expert System
IEEE Expert: Intelligent Systems and Their Applications
Validation Methods and Tools for Knowledge-Based Systems (VALID)
Wissensbasierte Systeme, 3. Internationaler GI-Kongress
Optimal refinement of rule bases
AI Communications
Optimal refinement of rule bases
AI Communications
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The authors propose a common terminology for the verification, validation, and testing (VVT) of knowledge-based systems. The authors' goal is to reach a broad consensus in the VVT community and make the field transparent to nonspecialists. Since terminology needs to evolve and cannot be prescribed normatively, the terminology presented should be considered a proposal that takes into account the purpose of quality assurance methods. Definitions for a small number of general terms, on the basis of which specific VVT problems can be classified according to their specific features, are presented. The meanings of the terms verification, validation, testing, and evaluation are listed, and their relation to classical software engineering terms is discussed.