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Data Mining Ontology Development for High User Usability 被引量:1

Data Mining Ontology Development for High User Usability
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摘要 This paper mainly introduces the development and implementation of the user centered data mining service ontology on Universal Knowledge Grid (UKG). UKG is an ontology-based grid architecture model to build large-scale distributed knowledge discovery system on the grid. The data mining ontology services are the main service offering by UKG. It can meet the user requirements of knowledge discovery in different domains and different hierarchies and make the system exoteric, extensible and high usable. A data min- ing solution for money laundering is introduced. This paper mainly introduces the development and implementation of the user centered data mining service ontology on Universal Knowledge Grid (UKG). UKG is an ontology-based grid architecture model to build large-scale distributed knowledge discovery system on the grid. The data mining ontology services are the main service offering by UKG. It can meet the user requirements of knowledge discovery in different domains and different hierarchies and make the system exoteric, extensible and high usable. A data min- ing solution for money laundering is introduced.
出处 《Wuhan University Journal of Natural Sciences》 EI CAS 2006年第1期51-56,共6页 武汉大学学报(自然科学英文版)
基金 Supported by the National Natural Science Foun-dation of China (60403027) ,the National Key Technologies R&DProgram of China during the 10th Five-Year Plan Period(2002BA103A04 ,2001BA102A06-11)
关键词 data mining ONTOLOGY USABILITY universal knowledge grid data mining ontology usability universal knowledge grid
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参考文献4

  • 1Han Jia-wei,Kamber M.Data Mining Concepts and Tech- niques[]..2001
  • 2Chen Hsin-chun,Chung Wing-yan,Xu J,et al.Cri me Data Mining: A General Framework and Some Examples[].IEEE Computer.2004
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