Ontology for Data Mining and its Application to Mining Incomplete Data

Ontology for Data Mining and its Application to Mining Incomplete Data

Hai Wang, Shouhong Wang
Copyright: © 2008 |Pages: 10
DOI: 10.4018/jdm.2008100105
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Abstract

Ontology has recently received considerable attention in the knowledge management community. This article discusses the needs of ontology development for data mining. Based on a domain analysis of knowledge representations in data mining, it proposes a generic structure of ontologies for data mining. Furthermore, this article specifies the unique ontology resources of the subdomain of innovative data mining with incomplete data. A project on an ontology-based data mining system for discovering knowledge from incomplete data demonstrates the effectiveness of ontology in knowledge management.

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