DagSemProc.08091.8.pdf
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Implementing probabilistic description logics: An application to image interpretation
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Dagstuhl Seminar Proceedings, Volume 8091
Series: Dagstuhl Seminar Proceedings (DagSemProc) - License:
Creative Commons Attribution 4.0 International license
- Publication Date: 2008-10-23
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Ralf Möller and Tobias H. Näth. Implementing probabilistic description logics: An application to image interpretation. In Logic and Probability for Scene Interpretation. Dagstuhl Seminar Proceedings, Volume 8091, pp. 1-6, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2008)
https://doi.org/10.4230/DagSemProc.08091.8
https://doi.org/10.4230/DagSemProc.08091.8
Abstract
This paper presents an application of an optimized
implementation of a probabilistic description logic defined
by Giugno and Lukasiewicz [9] to the domain of
image interpretation. This approach extends a description
logic with so-called probabilistic constraints
to allow for automated reasoning over formal ontologies
in combination with probabilistic knowledge. We
analyze the performance of current algorithms and investigate
new optimization techniques.
Keywords
- Probabilistic description logics
- image interpretation probabilistic lexicographic entailment
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