English, Article edition: A DESCRIPTIVE FRAMEWORK FOR THE FIELD OF DATA MINING AND KNOWLEDGE DISCOVERY YI PENG; GANG KOU; YONG SHI; ...

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Physical Description
  • article
Language
  • English

Edition details

Title
  • A DESCRIPTIVE FRAMEWORK FOR THE FIELD OF DATA MINING AND KNOWLEDGE DISCOVERY
Author
  • YI PENG
  • GANG KOU
  • YONG SHI
  • ZHENGXIN CHEN
Physical Description
  • article
Notes
  • Despite the rapid development, the field of data mining and knowledge discovery (DMKD) is still vaguely defined and lack of integrated descriptions. This situation causes difficulties in teaching, learning, research, and application. This paper surveys a large collection of DMKD literature to provide a comprehensive picture of current DMKD research and classify these research activities into high-level categories using grounded theory approach; it also evaluates the longitudinal changes of DMKD research activities during the last decade.
  • Grounded theory, knowledge discovery, descriptive framework, document clustering
  • RePEc:wsi:ijitdm:v:07:y:2008:i:04:p:639-682
Language
  • English
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