Miroslav Vacura, Vojtěch Svátek, Pavel Smrž, and Nick Simou |
A Pattern-based Framework for Representation of Uncertainty in Ontologies |
6th International Workshop on Uncertainty Reasoning For the Semantic Web, Busan,Korea, 2007 |
ABSTRACT
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We present a novel approach to representing uncertain information in ontologies based on design patterns. We provide a brief description of our approach, present its use in case of fuzzy information and probabilistic information, and describe the possibility to model multiple types of uncertainty in a single ontology. We also shortly present an appropriate fuzzy reasoning tool and define a complex ontology architecture for well-founded handling of uncertain information.
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12 November , 2007 |
Miroslav Vacura, Vojtěch Svátek, Pavel Smrž, and Nick Simou, "A Pattern-based Framework for Representation of Uncertainty in Ontologies", 6th International Workshop on Uncertainty Reasoning For the Semantic Web, Busan,Korea, 2007 |
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