Find Intelligent Knowledge by Second-Order Mining: Three Cases from China

Guangli Nie,Lingling Zhang,Yuejin Zhang,Wei Deng,Yong Shi

Data Mining Workshops（2010）

引用 6|浏览0

暂无评分

摘要

This paper discusses the second-order mining of the results of data mining. There is still gap between the knowledge which can direct the operation of company and the knowledge got from data mining. We take the knowledge from data mining as primary knowledge and the knowledge from second-order data mining as intelligent knowledge. We discuss the importance of intelligent knowledge and the way to find intelligent knowledge from primary knowledge via second-order mining process in this study. Three cases from China are used to demonstrate the methods to finish second mining. These cases are related to central bank credit scoring, credit card churn prediction, and email service fields respectively.

查看译文

关键词

second-order mining process,smart cards,second-order time mining,email service field,knowledge based systems,china,churn prediction,bank data processing,second-order mining,second-order data mining,central bank credit scoring,email service,data mining,intelligent knowledge,electronic mail,credit scoring,primary knowledge,credit card churn prediction,email service fields,second order,predictive models,data models,classification algorithms

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要