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KDD技术在超级市场中的应用 被引量:4

Application of Technology KDD in Supermarket
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摘要 文章力图通过KDD技术在超级市场中的应用,阐述KDD系统的模型和基本工作步骤,以及DataMining中的典型模型(如:特征模型、分类模型、聚集模型、关联模型、对比模型、汇总模型、预测模型和决策模型),在超级市场管理方面的具体使用方法和作用,并提出了KDD技术在目前的实际应用中所存在的问题,最后对KDD技术的应用前景作了展望。 Through the application of Technology KDD in supermarket, this thesis deals with the models and basic application steps of KDD systom, besides it forwards some typical models in Data Mining(such as Characteristic Model, Classification Model, Cluster Model, Association Model, Comparison Model, Summarization Model,Prediction Model and Decision Model). In addition, it points out some problems in the present application. Atlast, it predicts the prospects to the application of this technology.
出处 《计算机工程与应用》 CSCD 北大核心 1999年第5期126-129,共4页 Computer Engineering and Applications
关键词 超级市场 计算机管理 KDD数据库 中国 KDD (Knowledge Discover in Database ), Data Mining, DBMS (Data Base Management System), KDDMS(KDD Management System), Data Warehouse, Data Sets, Pattern Search
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参考文献3

  • 1艾一梅.基于数据库的知识发现及其应用:硕士学位论文[M].华中理工大学,..
  • 2Han Jiawei,Database Systems Researchbboratory School of ComPuting Seience Simon Fraser Unlversity
  • 3艾一梅,硕士学位论文

同被引文献20

  • 1李兴国,于海峰,金芳芳.基于数据挖掘的银行业客户关系管理体系结构[J].合肥工业大学学报(自然科学版),2004,27(7):725-729. 被引量:5
  • 2马建红,王万森.基于数据仓库的保险管理系统的设计与实现[J].微机发展,2004,14(7):55-58. 被引量:9
  • 3王珊 等.数据仓库技术与联机分析处理[M].北京:科学出版社,1999.1-76.
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  • 9Remarkrishnan Srikant, Rakesh Agrawal. Mining Sequential Patterns: Generalizations and Performance Improvements [ R ]. Proceeding of 5^th Int. Conf. Extending Database Technology (EDBT), Vol. 1057, Peter M. G. Apers, Mokrane Bouzeghoub, Georges Gardarin eds. Springer-Verlag, 1996:3 - 17
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