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一种基于用户过程的知识发现建模方法
引用本文:胡佳琦,胡和平,罗明,卢正鼎. 一种基于用户过程的知识发现建模方法[J]. 华中科技大学学报(自然科学版), 1998, 0(1)
作者姓名:胡佳琦  胡和平  罗明  卢正鼎
作者单位:华中理工大学计算机科学与技术学院!430074(胡佳琦,胡和平,卢正鼎),华中理工大学自动控制工程系!430074(罗明)
摘    要:从开发真正实用的知识发现(KDD)集成系统的目的出发,指出对用户知识发现活动的全面支持是KDD系统成功的关键.通过对知识发现过程的系统分析,建立起面向用户的过程模型.实践证明,对用户工作的良好理解对于开发新型KDD集成系统具有重要的指导意义.

关 键 词:知识发现  过程模型  面向用户

A User-Process-Based Modeling Method for Knowledge Discovery
Hu Jiaqi,Hu Heping,Luo Ming ,Lu Zhengding. A User-Process-Based Modeling Method for Knowledge Discovery[J]. JOURNAL OF HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY.NATURE SCIENCE, 1998, 0(1)
Authors:Hu Jiaqi  Hu Heping  Luo Ming   Lu Zhengding
Affiliation:Hu Jiaqi;Hu Heping;Luo Ming ;Lu Zhengding
Abstract:The idea of knowledge discovery in database (KDD) is a rising research topic with wide commercial prospect. Currently, the attention is mostly focused on the learning algorithms. However, when one engages in real-world discovery tasks, he would find they can be extremely complex. In fact, knowledge discovery is a user-oriented process. In this paper, a process model for knowledge discovery is developed, and the discovery process is analyzed. It is proved that a new but successful KDD system should be based on well understanding of the complete working process of the users.
Keywords:knowledge discovery  process model  user-oriented
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