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Conceptual knowledge processing with formal concept analysis and ontologies
Abstract
Among many other knowledge representations formalisms, Ontologies
and Formal Concept Analysis (FCA) aim at modeling ‘concepts’. We discuss
how these two formalisms may complement another from an application point of
view. In particular, we will see how FCA can be used to support Ontology Engineering,
and how ontologies can be exploited in FCA applications. The interplay
of FCA and ontologies is studied along the life cycle of an ontology: (i) FCA can
support the building of the ontology as a learning technique. (ii) The established
ontology can be analyzed and navigated by using techniques of FCA. (iii) Last
but not least, the ontology may be used to improve an FCA application.
and Formal Concept Analysis (FCA) aim at modeling ‘concepts’. We discuss
how these two formalisms may complement another from an application point of
view. In particular, we will see how FCA can be used to support Ontology Engineering,
and how ontologies can be exploited in FCA applications. The interplay
of FCA and ontologies is studied along the life cycle of an ontology: (i) FCA can
support the building of the ontology as a learning technique. (ii) The established
ontology can be analyzed and navigated by using techniques of FCA. (iii) Last
but not least, the ontology may be used to improve an FCA application.
Citation
@article{urn:nbn:de:hebis:34-2009031726670,
author={Cimiano, Philipp and Hotho, Andreas and Stumme, Gerd and Tane, Julien},
title={Conceptual knowledge processing with formal concept analysis and ontologies},
year={2004}
}
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3000 Cimiano, Philipp
3010 Hotho, Andreas
3010 Stumme, Gerd
3010 Tane, Julien
4000 Conceptual knowledge processing with formal concept analysis and ontologies / Cimiano, Philipp
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5550 {{Formale Begriffsanalyse}}
5550 {{Ontologie <Wissensverarbeitung>}}
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<resource xsi:schemaLocation="http://datacite.org/schema/kernel-2.2 http://schema.datacite.org/meta/kernel-2.2/metadata.xsd"> 2009-03-17T08:08:55Z 2009-03-17T08:08:55Z 2004 urn:nbn:de:hebis:34-2009031726670 http://hdl.handle.net/123456789/2009031726670 220755 bytes application/pdf eng Urheberrechtlich geschützt https://rightsstatements.org/page/InC/1.0/ 004 Conceptual knowledge processing with formal concept analysis and ontologies Preprint Among many other knowledge representations formalisms, Ontologies and Formal Concept Analysis (FCA) aim at modeling ‘concepts’. We discuss how these two formalisms may complement another from an application point of view. In particular, we will see how FCA can be used to support Ontology Engineering, and how ontologies can be exploited in FCA applications. The interplay of FCA and ontologies is studied along the life cycle of an ontology: (i) FCA can support the building of the ontology as a learning technique. (ii) The established ontology can be analyzed and navigated by using techniques of FCA. (iii) Last but not least, the ontology may be used to improve an FCA application. open access Cimiano, Philipp Hotho, Andreas Stumme, Gerd Tane, Julien Auch erschienen in: Eklund, Peter (Hrsg.): Concept lattices. (Lecture notes in computer science ; 2961). Berlin u.a. : Springer, 2004. S. 189-207. ISBN 3-540-21043-1 (The original publication is available at www.springerlink.com) Formale Begriffsanalyse Ontologie <Wissensverarbeitung> </resource>
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