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Three-Layer OWL Ontology Design

Journal article published in 2007 by Michel Dumontier ORCID, Natalia Villanueva-Rosales
This paper is available in a repository.
This paper is available in a repository.

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Preprint: policy unknown
Question mark in circle
Postprint: policy unknown
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Published version: policy unknown

Abstract

Ontology reuse is often predicated on agreement to the semantics wholly defined within an ontology document. But when faced with overly constrained semantics that one might partially reject, might one instead prefer reduced ontological commitment? In this paper, we describe how three layered ontology design promotes maximal reuse of domain ontologies by separating taxonomically organized domain terminology from i) disjointess, ii) complex expressions that define a world view, and iii) application specific requirements that impose a specific data model for data exchange and document validation.