Human-AI decision-making

人机协同决策：HCI 研究领域，研究人类与 AI 系统如何共同做出决策，包括 AI 输出如何被解读、整合、质疑或被人类决策者推翻的过程，涉及信任校准、依赖、解释性等子主题。

English Definition

"A research area in HCI that studies how humans and AI systems jointly arrive at decisions, including how AI outputs are interpreted, integrated, contested, or overridden by human decision-makers."

用法说明 · 针对中文母语者

常见搭配：human-AI decision-making literature、human-AI decision support、human-AI collaboration。注意与 human-AI interaction 的细微差别——后者范围更广，本词聚焦“决策”场景。

常见错误

·不要与 'human-robot interaction'（人机交互）混淆——后者多指物理机器人
·不要与 'AI-assisted decision-making'（AI 辅助决策）混用——后者强调 AI 角色，前者强调人机协同过程

真实用例 · 3 条

"the conventional model used in most human-AI decision-making literature (e.g. [4, 63, 73]) is that a machine learning model produces a decision recommendation as well as an optional explanation, which the user either accepts or ignores in favor of their own judgment."

论文Pipeline extracted — review needed·图注中对人机决策文献主流模型的总结

"Our work addresses this knowledge gap by developing a framework for human-AI decision-making centered around intelligent reasoning cues"

论文Pipeline extracted — review needed·提出本文研究框架时所基于的研究领域

"This section situates our work among literature in human-AI decision-making generally"

论文Pipeline extracted — review needed·综述部分章节导语，明确本文在领域中的定位

由 pipeline 自动采集，待人工 review