智能与分布计算实验室

Ontology-based Universal Knowledge Grid:Enabling Knowledge Discovery and Integration on the Grid

出版社:
  • 会议名称:2004 IEEE International Conference on Services Computing (SCC 2004)
  • 举办地点:San Diego,California
  • 举办日期:July 6-9, 2004
  • 页数:557-560
摘要内容:

This paper proposes an ontology-based grid architecture model in terms of the Universal Knowledge Grid (UKG) for building large-scale distributed knowledge system on the grid. UKG emphasizes geographically distributed high-performance knowledge discovery applications and knowledge integration services. Five core components have been identified: an intelligent composer for user interface, an ontology server providing data integration ontology services, data mining ontology services, knowledge integration ontology services, a metadata directory server maintaining the metadata describing all the data, tools and knowledge, metadata database (db) stores metadata and a knowledge base as container for knowledge. An application example on Foreign Exchange Management (FEM) is also presented.

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