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Management of Dynamic Knowledge




Veröffentlicht: 2005 Oktober

Journal: Journal of Knowledge Management
Nummer: 5
Seiten: 97-107

Volume: 9

Referierte Veröffentlichung
BibTex-ID: kmjournal-dynamicknowledge-2005 BibTeX




Kurzfassung
This paper presents a framework for ontology evolution tailored to Digital Libraries, which makes use of two different sources for change detection and propagation, the usage of ontologies by users and the changes of available data. After presenting the logical architecture of the evolution framework, we first illustrate how to deal with usage-driven changes, that is changes derived from the actual usage of ontologies. Second, we describe the generation of data-driven ontology changes based on the constant flow of documents coming into Digital Libraries. The proposed framework for ontology ontology evolution, which is currently applied and evaluated in case studies, significantly reduces the costs of ontology updates and improves the quality of the ontology with respect to the users’ requirements.

ISSN: 1367-3270
VG Wort-Seiten: 18
Download: Media:2005_929_Haase_Management_of_D_1.pdf
Weitere Informationen unter: Link

Projekt

STI2SEKT



Forschungsgruppe

Web Science und Wissensmanagement


Forschungsgebiet
Semantic Web, Web Science, Ontology Learning