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Living with CLASSIC: When and How to Use a KL-ONE-Like Language (1991) [203 citations — 19 self]

by Ronald J. Brachman ,  Deborah L. McGuinness ,  Peter F. Patel-Schneider ,  Lori A. Resnick ,  Lori Alperin Resnick ,  Alexander Borgida
Principles of Semantic Networks
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Abstract:

classic is a recently-developed knowledge representation system that follows the paradigm originally set out in the kl-one system: it concentrates on the definition of structured concepts, their organization into taxonomies, the creation and manipulation of individual instances of such concepts, and the key inferences of subsumption and classification. Rather than simply presenting a description of classic, we complement a brief system overview with a discussion of how to live within the confines of a limited object-oriented deductive system. By analyzing the representational strengths and weaknesses of classic, we consider the circumstances under which it is most appropriate to use (or not use) it. We elaborate a knowledge-engineering methodology for building kl-one-style knowledge bases, with emphasis on the modeling choices that arise in the process of describing a domain. We also address some of the key difficult issues encountered by new users, including primitive vs. d...

Citations

515 Classification in the KL-One Knowledge Representation System – Schmolze, Lipkis - 1983
351 Building Large Knowledge-Based Systems – Lenat, Guha - 1990
305 CLASSIC: A structural data model for objects – Borgida, Brachman, et al. - 1989
155 LaSSIE: A KnowledgeBased Software Information System. Automated Software Design. Edited by M.R. Lowry and R.D – Devanbu, Ballard - 1991
59 Computational complexity of terminological reasoning in back – Nebel - 1988
44 Small can be beautiful in knowledge representation – Patel-Schneider - 1984
20 Configuration as a consistency maintenance task – Owsnicki–Klewe
5 LaSSIE - A Classification-Based Software Information System – Devanbu, Selfridge, et al. - 1990
5 The QUA Link – Freeman - 1981
5 Systematic knowledge base design for medical diagnosis – Senyk, Patil, et al. - 1989
5 Using terminological models to enhance the rule-based paradigm – Yen, Neches, et al. - 1989
2 The user's guide to the BACK system – Peltason, Luck, et al. - 1987
1 and Premkumar Devanbu. Clasp: A plan and scenario classification system – Litman - 1990