Applying balanced scordcard strategic performance management to CRISP-DM

CDM-BSC(CRISP-DM applied with Balance Scorecard), which is a new term. CDM-BSC concept is developed from combination of traditional Data Mining Methodology and BSC for performance measurement systems. Balance Scorecard applied to CRISP-DM is a new methodology of improving the performance of Data Mining Process. CRISP-DM plus BS C (Balance Scorecard) is an enhancement of abstractive conception of multidimensional-perspective for data mining process to optimize the whole process and structure of data mining cycle with limited profitable resource. CDM-BSC not only indentify relationship between the phases of data mining process, but also to adjust effort for each point of CRISP-DM based on different business targets. CDM-BSC provides integrated platform supports decision making from strategy level, tactical level to operation level, and then deploys the re-engineered processing solution into data mining process. This combination will demonstrate to produce profound performance improvement while DM smooths transaction.