Title :
Using Ontology Repository to Support Data Mining
Author :
Pan, Ding ; Pan, Yan
Author_Institution :
Dept. of Marketing, Manage. Sch., Jinan Univ., Guangzhou
Abstract :
Ontology plays the central role in the information system. A novel framework for data mining process is proposed, using ontology repository to integrate domain knowledge. Ontobase ontology repository is an implementation of our design to allow users and agents to retrieve ontologies and metadata through open Web standards and ontology service. Key features of the system include the use of XML metadata interchange to represent and import ontologies and metadata, the support for smooth transformation and transparent integration using ontology mapping and the use of ontology services to share and reuse domain knowledge in a generic way. Some examples show that Ontobase is useful in supporting data mining process
Keywords :
XML; data mining; meta data; ontologies (artificial intelligence); Ontobase; XML metadata interchange; data mining; domain knowledge; information system; ontology mapping; ontology repository; ontology service; open Web standards; Data mining; Delta modulation; Knowledge management; Management information systems; Marketing management; Ontologies; Protocols; Resource management; Storage automation; XML; data mining; ontology repository; ontology service;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1714220
