网络安全与数据治理2025，Vol.44Issue(12)：1-5,5.DOI:10.19358/j.issn.2097-1788.2025.12.001
数据血缘关系构建方法综述
A review of data lineage relationship construction methods
Lv Lin 1Tian Qingye 2Jiao Dongdong 1Guo Jinlei 1Fang Zhiqi 1Chen Rui1
作者信息
- 1. National Computer System Engineering Research Institute of China,Beijing 100083,China
- 2. Intelligence Technology of CEC Co.,Ltd.,Beijing 102200,China
- 折叠
摘要
Abstract
With the rapid growth of data volume,how to manage and utilize data is facing severe challenges.As a core component of data governance,data lineage plays an important role in data governance,such as improving data quality and ensuring data se-curity.Therefore,this paper studies the construction methods of data lineage,including system tracking method,SQL parsing-based method,inverse function method,annotation method and machine learning method.It also explores the advantages and dis-advantages of different data lineage construction methods and their application scenarios,and discusses future research directions,providing a reference for the application of data lineage relationships and subsequent research.关键词
数据血缘/元数据/数据治理/大数据Key words
data lineage/metadata/data governance/big data分类
信息技术与安全科学引用本文复制引用
Lv Lin,Tian Qingye,Jiao Dongdong,Guo Jinlei,Fang Zhiqi,Chen Rui..数据血缘关系构建方法综述[J].网络安全与数据治理,2025,44(12):1-5,5.
