Publication Details

A Pattern-based Framework for Representation of Uncertainty in Ontologies

VACURA Miroslav, SVÁTEK Vojtěch and SMRŽ Pavel. A Pattern-based Framework for Representation of Uncertainty in Ontologies. In: Proceedings of the 11th International Conference on Text, Speech, and Dialogue. Berlin: Springer Verlag, 2008, pp. 1-8. ISBN 978-3-540-87390-7.
Czech title
A Pattern-based Framework for Representation of Uncertainty in Ontologies
Type
conference paper
Language
english
Authors
Vacura Miroslav, Mgr. Ing., Ph.D. (VŠE)
Svátek Vojtěch, prof. Ing., Ph.D. (VŠE)
Smrž Pavel, doc. RNDr., Ph.D. (DCGM FIT BUT)
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
Conference
International Conference on Text Speech and Dialogue, TSD 2001, Železná Ruda, CZ
ISBN
978-3-540-87390-7
Publisher
Springer Verlag
Place
Berlin, DE
BibTeX 
@INPROCEEDINGS{FITPUB8695,
   author = "Miroslav Vacura and Vojt\v{e}ch Sv\'{a}tek and Pavel Smr\v{z}",
   title = "A Pattern-based Framework for Representation of Uncertainty in Ontologies",
   pages = "1--8",
   booktitle = "Proceedings of the 11th International Conference on Text, Speech, and Dialogue",
   year = 2008,
   location = "Berlin, DE",
   publisher = "Springer Verlag",
   ISBN = "978-3-540-87390-7",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/8695"
}
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