基于数据中台的数据管理体系探讨

Discussion on data management system based on data center

数据中台是一种大数据架构,通过数据治理实现业务数据的流转、数据流向的梳理、数据质量的清洗以及数据提供的能力。本研究分析了医疗数据管理的现状及其趋势,详细阐述了底座式数据中台总体架构,主要包括贴源层、近标层、标准层的建设方案,介绍了建设过程中的数据质量评估制度,并对数据资产的应用前景进行展望。

Data center is a kind of big data architecture,which can realize the flow of business data,the sorting of data flow,the cleaning of data quality and the ability of providing data through data governance.This paper analyzes the current situation and trend of medical data management,elaborates the overall architecture of base type data center,including the construction scheme of source layer,near-standard layer and standard layer.In addition,this paper introduces the data quality evaluation system in the construction process,and provides an outlook on the application prospect of data assets.