The Study of Multidimensional-Data Flow of Fishbone Applied for Data Mining
Zhang Yun, LI Wei-hua, Chen Yang · 2009
Data mining driven fishbone, which is whole a new term, is an enhancement of abstractive conception of multidimensional-data flow of fishbone applied for data mining to optimize the process and structure of data mining. End-to-end DMDF diagram includes complex dataflow and different processing component and improvements for numerous aspects in multiply level. DMDF provides integrated platform and mixed methodology to support the whole life cycle of data mining with comprehensive methodology. Data preprocessing, data classification, association rule mining and prediction are the foundation and linkage of the whole data mining process life cycle. DMDF supports combination of different mining component from strategy level, tactical level to abstractive level, and then re-engineered data mining process into execution system to realize reasonable architecture. DMDF is a new direction of the structure of data mining process.