Anni-Yasmin Turhan

On the Computation of Common Subsumers in Description Logics

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Kurzfassung in Englisch

Description logics (DL) knowledge bases are often build by users with expertise in the application domain, but little expertise in logic. To support this kind of users when building their knowledge bases a number of extension methods have been proposed to provide the user with concept descriptions as a starting point for new concept definitions. The inference service central to several of these approaches is the computation of (least) common subsumers of concept descriptions. In case disjunction of concepts can be expressed in the DL under consideration, the least common subsumer (lcs) is just the disjunction of the input concepts. Such a trivial lcs is of little use as a starting point for a new concept definition to be edited by the user. To address this problem we propose two approaches to obtain "meaningful" common subsumers in the presence of disjunction tailored to two different methods to extend DL knowledge bases. More precisely, we devise computation methods for the approximation-based approach and the customization of DL knowledge bases, extend these methods to DLs with number restrictions and discuss their efficient implementation.

weitere Metadaten

Schlagwörter
(Englisch)
Description Logics, Knowledge representation
Schlagwörter
(Deutsch)
Beschreibungslogik, Schlussfolgerungsverfahren, Wissensrepräsentation
DDC Klassifikation004
RVK KlassifikationST 125, SK 130
InstitutionTechnische Universität Dresden
AbteilungInformatik
BetreuerProf. Dr.-Ing. Franz Baader
GutachterProf. Ian Horrocks
Prof. Dr. rer. nat. habil. Ralf Möller
Prof. Dr.-Ing. Franz Baader
DokumententypDissertation
SpracheEnglisch
Tag d. Verteidigung / Kolloquiums / Prüfung08.10.2007
Tag d. Einreichung (bei der Fakultät)16.08.2007
Veröffentlichungsdatum (online)30.05.2008
persistente URNurn:nbn:de:bsz:14-ds-1212159862343-11479

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