A model for measuring D&A systems and their applications

Abstract

Data is an indispensable strategic asset for various incorporations. In this paper, we deeply explore the model for evaluating the R&D and system of ICM company and effects on different scales and industries.we build a D&A system maturity evaluation model through the fuzzy analytical hierarchy process and recommend changes to the company system based on this model. The current D&A system maturity level of ICM company include key performance indicators of the success of staff, technology and processes, so as to obtain the quantitative evaluation index of the company's D&A process and technology level.we use the model at ICM to determine their current D&A maturity level and demonstrate how they use the model to optimize the system, allowing companies to maximize the potential of their data assets. It is of great essence to establish a goal programming model to optimize the indicators again, so as to formulate specific strategies.At last, we also summarize the strengths and weaknesses and provide insights to ICM customers about the D&A system.