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LI Kan, LIU Yu-shu. Agent-Based Data Mining Framework for the High-Dimensional Environment[J]. JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY, 2005, 14(2): 113-116.
Citation: LI Kan, LIU Yu-shu. Agent-Based Data Mining Framework for the High-Dimensional Environment[J].JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY, 2005, 14(2): 113-116.
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Agent-Based Data Mining Framework for the High-Dimensional Environment

  • School of Information Science and Technology, Beijing Institute of Technology, Beijing100081, China

Funds:SponsoredbytheMinisterialLevelAdvancedResearchFoundation(10605043)
  • Received Date:2003-11-13
    Abstract
  • An agent-based data mining framework for the high-dimensional environment is built instead of the style of classical structural programming or the object-oriented programming. The framework supports the whole process of data mining of the high-dimensional environment. Belief-desire-joint intention agents are designed to fit the characteristic of the high-dimensional environment. At the same time, the syntax, semantics and reasoning rules of the agents are given. In the data mining system of the high-dimensional environment, agents need exchange messages. The cooperation behavior mechanism is adopted to complete the communication through the three-level pattern among agents that have their own fixed roles.
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