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Meta-ontology for automated information integration of parts libraries

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TLDR
In this article, the authors propose meta-concepts with which the ontology developers describe the domain concepts of parts libraries, so that they help to identify domain concepts consistently and structure them systematically.
Abstract
Seamless integration of digital parts libraries or electronic parts catalogs for e-procurement is impeded by semantic heterogeneity. The utilization of ontologies as metadata descriptions of the information sources is a possible approach to providing an integrated view of multiple parts libraries. However, in order to integrate ontologies, the mismatches between them should be resolved. In this paper, we propose meta-concepts with which the ontology developers describe the domain concepts of parts libraries. The meta-concepts have explicit ontological semantics, so that they help to identify domain concepts consistently and structure them systematically. Consequently, our method ensures that the mismatches between parts library ontologies are confined to manageable mismatches which a software program can resolve automatically. Modeling ontologies of real mold and die parts libraries is taken as an example task to show how to use the meta-concepts. We also demonstrate how easily a computer system can merge the resultant well-established ontologies.

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References
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Book

The Description Logic Handbook

TL;DR: This introduction presents the main motivations for the development of Description Logics as a formalism for representing knowledge, as well as some important basic notions underlying all systems that have been created in the DL tradition.
Journal ArticleDOI

Logical foundations of object-oriented and frame-based languages

TL;DR: A novel formalism, called Frame Logic (abbr., F-logic), is proposed, that accounts in a clean and declarative fashion for most of the structural aspects of object-oriented and frame-based languages.
Proceedings Article

Ontology-Based Integration of Information — A Survey of Existing Approaches

TL;DR: The state of the art in ontology-based information integration is summarized and the use on ontologies for the integration of heterogeneous information sources is reviewed.
Journal ArticleDOI

Formal ontology, conceptual analysis and knowledge representation

TL;DR: The notion of the ontological level is introduced, intermediate between the epistemological and the conceptual levels discussed by Brachman, as a way to characterize a knowledge representation formalism taking into account the intended meaning of its primitives.
Journal ArticleDOI

OIL: an ontology infrastructure for the Semantic Web

TL;DR: The authors present OIL, a proposal for a joint standard for specifying and exchanging ontologies, which is needed for knowledge sharing and reuse on the Semantic Web.
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