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基于决策树的数据挖掘在电信CRM中应用研究 被引量:1

Research on the application of data mining in telecommunication CRM based on decision tree
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摘要 针对电信CRM中“数据丰富但知识贫乏”现象,提出数据挖掘技术,利用SLIQ决策树构造算法建立一棵决策树模型,在CRM中根据客户的年龄、所属城市和性别对客户分类,预测客户类型,防止用户流失,争取新用户具有重要意义。 This paper aims at the “data plentifulness but knowledges are needy” phenomenoninside the telecommunication CRM, puts forward the data mining technique, makes use of the SLIQ decision tree construction algorithm to establish a decision tree model, classifies the customers according to the ages, citiesbelonged to and sexes in CRM, predicts customer's type, prevents customers from mnning off, has the important meaning to fighting for the new customers.
出处 《信息技术》 2005年第11期84-85,89,共3页 Information Technology
关键词 数据挖掘 决策树 电信CRM data mining decision tree telecommunication CRM
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参考文献3

  • 1HANJia-wei KamberMicheline 范明.数据挖掘:概念与技术[M].北京:机械工业出版社,2001..
  • 2Inmon W H. Building the Data Warehouse(2nd edition)[M]. John Wiley, 1996.
  • 3Manish Mehta,Rakesh Agrawal,Jorma Rissanen.SLIQ:A Fast Scalable Classifier for Data Minin[R].In Proc.1996 Int.Conference on Extending Database Technology(EDBT'96),Avignon,France,March,1996.

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