标准摘要
[中文适用范围]: 本文件描述了可用于实现利益相关者对机器学习(ML)模型和人工智能(AI)系统行为、输出和结果的可解释性目标的方法和途径。利益相关者包括但不限于学术界、产业界、政策制定者和终端用户。文件提供了关于所述方法和途径在整个AI系统生命周期内(如ISO/IEC 22989中所定义)适用性的指导。 [外文原描述]: This document describes approaches and methods that can be used to achieve explainability objectives of stakeholders with regard to machine learning (ML) models and artificial intelligence (AI) systems’ behaviours, outputs and results. Stakeholders include but are not limited to, academia, industry, policy makers and end users. It provides guidance concerning the applicability of the described approaches and methods to the identified objectives throughout the AI system’s life cycle, as defined in ISO/IEC 22989.
英文名称Information technology - Artificial intelligence - Objectives and approaches for explainability and interpretability of machine learning (ML) models and artificial intelligence (AI) systems