2004 | OriginalPaper | Buchkapitel
Towards On-the-Fly Ontology Construction – Focusing on Ontology Quality Improvement
verfasst von : Naoki Sugiura, Yoshihiro Shigeta, Naoki Fukuta, Noriaki Izumi, Takahira Yamaguchi
Erschienen in: The Semantic Web: Research and Applications
Verlag: Springer Berlin Heidelberg
Enthalten in: Professional Book Archive
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In order to realize the on-the-fly ontology construction for the Semantic Web, this paper proposes DODDLE-R, a support environment for user-centered ontology development. It consists of two main parts: pre-processing part and quality improvement part. Pre-processing part generates a prototype ontology semi-automatically, and quality improvement part supports the refinement of it interactively. As we believe that careful construction of ontologies from preliminary phase is more efficient than attempting generate ontologies full-automatically (it may cause too many modification by hand), quality improvement part plays significant role in DODDLE-R. Through interactive support for improving the quality of prototype ontology, OWL-Lite level ontology, which consists of taxonomic relationships (class – sub class relationship) and non-taxonomic relationships (defined as property), is constructed efficiently.