A New Data Mining Method based on Multidimensional-Data Flow

摘要：

Data mining, this is the whole fish bone drive a new term, is an abstract concept and improve the multidimensional-data bones application process data mining technology is applied to process optimization and structure of the data mining. End-to-end DMDF figure including complex data flow and different processing composition and improve the level of breeding. DMDF provide comprehensive platform and mixed methods to support the whole life cycle of comprehensive method data mining. Data pretreatment, data classification, association rules mining and prediction of the foundation and contact the whole life cycle of the data mining process. DMDF support several different mining components from the strategic level, tactics level of abstraction level, and then design a data mining system to realize the reasonable process execution buildings. Is a new direction DMDF structure of the data mining process.

关键词： data mining driven fishbone Data mining process Multidimensional-Data flow

作者: CHEN Li-li FU Xiao-juan GANG Jia-lin LIN Li

作者单位: Dalian Neusoft Institute of Information,Dalian,Liaoning,116023 China

会议类型: 国际会议

会议名称: International Conference on Advances in Engineering 2011(2011年工程研究进展国际学术会议 ICAE2011)

会议地点: 南京

会议语种:英文

页码: 365-369

在线出版日期: 2011-12-17（万方平台首次上网日期，不代表论文的发表时间）