Publication Details

A Pattern-based Framework for Representation of Uncertainty in Ontologies

VACURA, M.; SVÁTEK, V.; SMRŽ, P. A Pattern-based Framework for Representation of Uncertainty in Ontologies. Proceedings of the 11th International Conference on Text, Speech, and Dialogue. Berlin: Springer Verlag, 2008. p. 1-8. ISBN: 978-3-540-87390-7.

Czech title

Type

conference paper

Language

English

Authors

Vacura Miroslav
Svátek Vojtěch
Smrž Pavel, doc. RNDr., Ph.D. (DCGM)

Keywords

uncertainty representation, design patterns, ontology, semantic web

Abstract

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 connection with 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.

Published

2008

Pages

1–8

Proceedings

Proceedings of the 11th International Conference on Text, Speech, and Dialogue

ISBN

978-3-540-87390-7

Publisher

Springer Verlag

Place

Berlin

BibTeX

@inproceedings{BUT29552,
  author="Miroslav {Vacura} and Vojtěch {Svátek} and Pavel {Smrž}",
  title="A Pattern-based Framework for Representation of Uncertainty in Ontologies",
  booktitle="Proceedings of the 11th International Conference on Text, Speech, and Dialogue",
  year="2008",
  pages="1--8",
  publisher="Springer Verlag",
  address="Berlin",
  isbn="978-3-540-87390-7"
}