ISO/IEC 5259-5:2025 人工智能-用于分析和机器学习(ML)的数据质量-第5部分:数据质量治理框架

标准编号：ISO/IEC 5259-5:2025

中文名称：人工智能-用于分析和机器学习(ML)的数据质量-第5部分:数据质量治理框架

英文名称：Artificial intelligence - Data quality for analytics and machine learning (ML) - Part 5: Data quality governance framework

发布日期：2025-02-12

标准范围

本文档为分析和机器学习（ML）提供了一个数据质量治理框架，使组织的治理机构能够根据ISO/IEC 5259-1，在整个数据生命周期（DLC）模型中进行充分的控制，指导和监督数据质量测量、管理和相关流程的实施和操作。本文档可应用于任何分析和ML。本文件未分别根据ISO/IEC 5259-3和ISO/IEC 5259-4定义具体的管理要求或过程要求。

This document provides a data quality governance framework for analytics and machine learning (ML) to enable governing bodies of organizations to direct and oversee the implementation and operation of data quality measures, management, and related processes with adequate controls throughout the data life cycle (DLC) model according to ISO/IEC 5259-1.

This document can be applied to any analytics and ML. This document does not define specific management requirements or process requirements according to ISO/IEC 5259-3 and ISO/IEC 5259-4 respectively.

标准预览图