网络安全与数据治理2026，Vol.45Issue(1)：42-47,6.DOI:10.19358/j.issn.2097-1788.2026.01.007
基于数据元件的领域数据治理工程化路径研究
Research on the engineering path of domain data governance based on data components
陆志鹏1
作者信息
- 1. 中国电子数据产业集团,广东 深圳 518057
- 折叠
摘要
Abstract
The ongoing digital transformation is fueling enterprise demand to unlock data value with large language models.Yet,this ambition is significantly constrained by privacy issues inherent to domain-specific data,precluding their direct utilization.This research introduces a no-vel,engineered pathway for data governance built upon"Data Component"to resolve this impasse.Data components are defined as intermedi-ate data assets that undergo abstraction and feature transformation for robust de-identification.Our proposed pathway systematically processes raw data,centered on these components,to construct high-quality datasets and knowledge bases for large language model applications.Through empirical validation in the financial sector,we demonstrate the pathway's efficacy and utility in securely releasing data value and accelerating enterprise intelligence transformation.关键词
领域数据治理/数据元件/大语言模型/工程化路径Key words
domain data governance/data element/large language model/engineering path分类
社会科学引用本文复制引用
陆志鹏..基于数据元件的领域数据治理工程化路径研究[J].网络安全与数据治理,2026,45(1):42-47,6.
