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Classification in the KL-ONE knowledge representation system (1985)
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| Venue: | COGNITIVE SCIENCE |
| Citations: | 673 - 8 self |
BibTeX
@ARTICLE{Schmolze85classificationin,
author = {James G. Schmolze and Thomas A. Lipkis},
title = {Classification in the KL-ONE knowledge representation system},
journal = {COGNITIVE SCIENCE},
year = {1985},
volume = {9},
pages = {171--216}
}
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Abstract
KL-ONE lets one define and use a class of descriptive terms called Concepts, where each Concept denotes a set of objects A subsumption relation between Concepts is defined which is related to set inclusion by way of a semantics for Concepts. This subsumption relation defines a partial order on Concepts, and KL-ONE organizes all Concepts into a taxonomy that reflects this partial order. Classification is a process that takes a new Concept and determines other Concepts that either subsume it or that it subsumes, thereby determining the location for the new Concept within a given taxonomy. We discuss these issues and demonstrate some uses of the classification algorithm.
