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Implementing probabilistic description logics: An application to image interpretation Möller, Ralf Näth, Tobias H. Probabilistic description logics image interpretation probabilistic lexicographic entailment 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. Schloss Dagstuhl – Leibniz-Zentrum für Informatik Ralf Möller and Tobias H. Näth 2008 Is Part Of Dagstuhl Seminar Proceedings, Volume 8091, Logic and Probability for Scene Interpretation (2008) InProceedings Text doc-type:ResearchArticle publishedVersion application/pdf doi:10.4230/DagSemProc.08091.8 urn:nbn:de:0030-drops-16186 https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.08091.8 eng https://creativecommons.org/licenses/by/4.0/legalcode