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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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