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Challenges in converting frame-based ontology into OWL: the Foundational Model of Anatomy case-study
Conference Proceeding
Reference:
O. Dameron, D. L. Rubin, M. A. Musen. AMIA Annual Symposium, Washington DC, 181-185. Published in 2005.
Abstract:

A description logics representation of the Foundational
Model of Anatomy (FMA) in the Web Ontology
Language (OWL-DL) would allow developers to
combine it with other OWL ontologies, and would
provide the benefit of being able to access generic
reasoning tools. However, the FMA is currently represented
in a frame language. The differences between
description logics and frames are not only
syntactic, but also semantic. We analyze some theoretical
and computational limitations of converting
the FMA into OWL-DL. Namely, some of the constructs
used in the FMA do not have a direct equivalent
in description logics, and a complete conversion
of the FMA in description logics is too large to support
reasoning. Therefore, an OWL-DL representation
of the FMA would have to be optimized for each
application. We propose a solution based on OWLFull,
a superlanguage of OWL-DL, that meets the
expressiveness requirements and remains application-
independent. Specific simplified OWL-DL representations
can then be generated from the OWLFull
model by applications. We argue that this solution
is easier to implement and closer to the application
needs than an integral translation, and that the
latter approach would only make the FMA maintenance more difficult.

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Information last updated: Sun Oct 7 2007
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Stanford School of Medicine