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基于国标规范的数据评价应用实践

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为了构建与业务相结合的数据质量评价体系,确定高价值数据资产,开展数据资产全生存周期的数据评价及应用情况分析.在梳理数据资产评估定义和数据资产评估方法的基础上,提出了基于国标的数据资产评估方法,并以某金融企业的"风险扫描"和"客户优选"两款数据产品为例,进行该方法中数据评价部分的实际验证,最终设计形成了一套匹配国家标准、可复制可推广的数据资产评估方法,从而为数据资产评估的数据评价工作提供了重要的支持和依据.
Application Practice of Data Evaluation Method Based on National Standard Specification
In order to build a data quality evaluation system that is integrated with the business,identify high-value data assets,and carry out data evaluation and application analysis of the entire life cycle of data assets.On the basis of sorting out the definition of data asset evaluation and data asset evaluation methods,a data asset evaluation method based on the national standard is proposed,and the data evaluation part of the method is practically verified with the"Risk Scan"and"Customer Preference"data products of a financial enterprise.On the basis of the proposed data asset assessment method based on the national standard,and using two data products of a financial enterprise,"Risk Scan"and"Customer Preferences",to carry out the data evaluation part of the method,a set of data asset assessment methods matching the national standard,which can be replicated and popularized,has been designed and formed,thus providing an important support and basis for the data evaluation of the data asset assessment.

date assetsevaluation methodsdata qualityvalue assessment

汪睿棋、郭帅可、宋博宇

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中国电子技术标准化研究院

桂林电子科技大学

数据资产 评估方法 数据质量 价值评估

2024

信息技术与标准化
中国电子技术标准化研究所

信息技术与标准化

影响因子:0.219
ISSN:1671-539X
年,卷(期):2024.(4)
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