Analysis of data quality influencing factors of decision-making and supervision system based on Vensim PLE—-—Take the online supervision platform system of state-owned assets and enterprises as an example
Analysis of data quality influencing factors of decision-making and supervision system based on Vensim PLE—-—Take the online supervision platform system of state-owned assets and enterprises as an example
In the era of big data,data empowerment and application have brought convenience to the decision-making and super-vision of governments and state-owned enterprises.However,the decision-making and supervision system faces the problem of low data quality caused by the process of source data acquisition,analysis and processing,which affects the accuracy of decision-mak-ing and the effectiveness of supervision.This paper mainly combines the specific practice of demand analysis and data acquisition in the construction process of intelligent state-owned enterprises online supervision platform,analyzes the main factors affecting da-ta quality in the process of supervisory platform from data acquisition to application,and constructs the causality diagram and flow diagram of data quality model.Simulation experiments are conducted through Vensim PLE to identify the importance of talent and leadership participation in platform system construction on data quality,understand the specific influence trends of learning and training time,demand changes and source data factors,and put forward effective methods to improve data quality.
关键词
数据质量/决策监管系统/系统动力学/Vensim/PLE
Key words
data quality/decision-making and supervision system/system dynamics/Vensim PLE
万方数据