A Study of the Gap from Data Mining to its Application with Cases
Most researchers focus on the step of data mining, or data cleaning and integration, or data selection. However, there is a gap from the data mining to its real world application. In this paper, a step between data mining and application called the second data mining or knowledge presentation and management is proposed. The second data mining is the key whether the data mining result benefits the manager, especially in finance and business field. Four cases are proposed in this paper, and the distance between the data mining result and the real application in its field are analyzed. In the meantime, the importance of second data mining is shown at the end of the paper.
data mining application cases second data mining
Aihua Li Lingling Zhang
School of Management Science and Engineering, Central University of Finance and Economics, Beijing, Graduate University of Chinese Academy of Science, Fictitious Economy and Data Science Research Cent
国际会议
北京
英文
464-467
2009-07-24（万方平台首次上网日期，不代表论文的发表时间）