Formal methods in knowledge engineering
- 1 December 1995
- journal article
- Published by Cambridge University Press (CUP) in The Knowledge Engineering Review
- Vol. 10 (4) , 345-360
- https://doi.org/10.1017/s0269888900007554
Abstract
This paper presents a general discussion of the role of formal methods in knowledge engineering. We give an historical account of the development of the field of knowledge engineering towards the use of formal methods. Subsequently, we discuss the pros and cons of formal methods. We do this by summarising the proclaimed advantages, and by arguing against some of the commonly heard objections against formal methods. We briefly summarise the current state of the art and discuss the most important directions that future research in this field should take. This paper presents a general setting for the other contributions in this issue of the journal, which each deal with a specific issue in more detail.Keywords
This publication has 22 references indexed in Scilit:
- Implementing verification strategies in the KIV-systemPublished by Springer Nature ,2005
- A multicontext architecture for formalizing complex reasoningInternational Journal of Intelligent Systems, 1995
- Axiomatization, Declarative Semantics and Operational Semantics of Passive and Active Updates in Logic DatabasesJournal of Logic and Computation, 1995
- A comparison of languages which operationalize and formalize KADS models of expertiseThe Knowledge Engineering Review, 1994
- On the soundness and safety of expert systemsArtificial Intelligence in Medicine, 1993
- Overview of current practice and research initiatives for the verification and validation of KBSThe Knowledge Engineering Review, 1992
- An insider's evaluation of PAISLeyIEEE Transactions on Software Engineering, 1991
- Program verification: the very ideaCommunications of the ACM, 1988
- Heuristic classificationArtificial Intelligence, 1985
- The knowledge levelArtificial Intelligence, 1982