Maja Milicic

Action, Time and Space in Description Logics

Dokumente und Dateien

Hinweis

Bitte nutzen Sie beim Zitieren immer folgende Url:

http://nbn-resolving.de/urn:nbn:de:bsz:14-ds-1220871815669-38852

Kurzfassung in Englisch

Description Logics (DLs) are a family of logic-based knowledge representation (KR) formalisms designed to represent and reason about static conceptual knowledge in a semantically well-understood way. On the other hand, standard action formalisms are KR formalisms based on classical logic designed to model and reason about dynamic systems. The largest part of the present work is dedicated to integrating DLs with action formalisms, with the main goal of obtaining decidable action formalisms with an expressiveness significantly beyond propositional. To this end, we offer DL-tailored solutions to the frame and ramification problem. One of the main technical results is that standard reasoning problems about actions (executability and projection), as well as the plan existence problem are decidable if one restricts the logic for describing action pre- and post-conditions and the state of the world to decidable Description Logics. A smaller part of the work is related to decidable extensions of Description Logics with concrete datatypes, most importantly with those allowing to refer to the notions of space and time.

weitere Metadaten

Schlagwörter
(Englisch)
Knowledge Representation, Description Logics, Action Formalisms, Computational Complexity
Schlagwörter
(Deutsch)
Wissensrepräsentation, Beschreibungslogiken
DDC Klassifikation004
RVK KlassifikationST 125
InstitutionTechnische Universität Dresden
AbteilungInformatik
BetreuerProf. Dr.-Ing. Franz Baader
GutachterProf. Dr. rer. nat. Bernhard Nebel
Prof. Dr. rer. nat. habil. Michael Thielscher
Prof. Dr.-Ing. Franz Baader
DokumententypDissertation
SpracheEnglisch
Tag der Verteidigung19.06.2008
Tag der Einreichung (bei der Fakultät)08.04.2008
Veröffentlichungsdatum (online)08.09.2008
persistente URNurn:nbn:de:bsz:14-ds-1220871815669-38852

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