Conference paper| NOVÁČEK Vít and SMRŽ Pavel. Empirical Merging of Ontologies A Proposal of Universal Uncertainty Representation Framework. In: The Semantic Web: Research and Applications. Berlin: Springer Verlag, 2006, pp. 65-79. ISBN 3-540-34544-2. | | Publication language: | english |
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| Original title: | Empirical Merging of Ontologies A Proposal of Universal Uncertainty Representation Framework |
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| Title (cs): | Empirical Merging of Ontologies A Proposal of Universal Uncertainty Representation Framework |
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| Pages: | 65-79 |
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| Proceedings: | The Semantic Web: Research and Applications |
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| Conference: | European Semantic Web Conference |
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| Series: | Lecture notes in Computer Science 4011/2006 - Proceedings of ESWC'06 - the 3rd European Semantic Web Conference |
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| Place: | Berlin, DE |
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| Year: | 2006 |
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| ISBN: | 3-540-34544-2 |
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| Publisher: | Springer Verlag |
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| Keywords |
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ontology, uncertainty
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| Annotation |
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The significance of uncertainty representation has become
obvious in the Semantic Web community recently. This paper presents our research on uncertainty handling in automatically created ontologies. A new framework for uncertain information processing is proposed. The research is related to OLE (Ontology LEarning) - a project aimed at bottomup generation and merging of domain-specific ontologies. Formal systems that underlie the uncertainty representation are briefly introduced. We discuss the universal internal format of uncertain conceptual structures in OLE then and offer a utilisation example then. The
proposed format serves as a basis for empirical improvement of initial knowledge acquisition methods as well as for general explicit inference tasks. |
| BibTeX: |
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@INPROCEEDINGS{
author = {V{\'{i}}t Nov{\'{a}}{\v{c}}ek and Pavel Smr{\v{z}}},
title = {Empirical Merging of Ontologies A Proposal of
Universal Uncertainty Representation Framework},
pages = {65--79},
booktitle = {The Semantic Web: Research and Applications},
series = {Lecture notes in Computer Science 4011/2006 - Proceedings of
ESWC'06 - the 3rd European Semantic Web Conference},
year = 2006,
location = {Berlin, DE},
publisher = {Springer Verlag},
ISBN = {3-540-34544-2},
language = {english},
url = {http://www.fit.vutbr.cz/research/view_pub.php?id=8118}
} |
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Faculty of Information Technology