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@inproceedings{710370,
author = {Nováček, Vít and Dabrowski, Maciej and Kruk, Sebastian R. and Handschuh, Siegfried},
address = {Menlo Park, CA},
booktitle = {Proceedings of FLAIRS 2007},
keywords = {ontology development; ontology extension; ontology learning},
language = {eng},
location = {Menlo Park, CA},
isbn = {978-1-57735-319-5},
note = {In press.},
pages = {290-295},
publisher = {AAAI Press},
title = {Extending Community Ontology Using Automatically Generated Suggestions},
year = {2007}
}
TY - JOUR
ID - 710370
AU - Nováček, Vít - Dabrowski, Maciej - Kruk, Sebastian R. - Handschuh, Siegfried
PY - 2007
TI - Extending Community Ontology Using Automatically Generated Suggestions
PB - AAAI Press
CY - Menlo Park, CA
SN - 9781577353195
N1 - In press.
KW - ontology development
KW - ontology extension
KW - ontology learning
N2 - Ontologies represent a consensus of a group of people, usually domain experts, on certain topic; the larger the topic is, however, the harder it is to create and maintain the ontology. Sometimes collaborative environments do not come handy, and the ontology creation has to be supported with an automated process. In this paper we propose an ontology creation methodology based on integrating external ontologies into the one developed by a community of the domain experts. We present the MarcOntX agent, a service, which allows to automate the process of generating suggestions of changes to the ontology. The suggestions are inferred from the external sources, such as large corpora of documents or concepts introduced by the users of systems based on this ontology. We show the feasibility of our approach within two use case scenarios.
ER -
NOVÁČEK, Vít, Maciej DABROWSKI, Sebastian R. KRUK and Siegfried HANDSCHUH. Extending Community Ontology Using Automatically Generated Suggestions. In \textit{Proceedings of FLAIRS 2007}. Menlo Park, CA: AAAI Press, 2007, p.~290-295. ISBN~978-1-57735-319-5.
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