lightbulb现实痛点AI 决策支持与依赖行为用户在缺乏性能反馈时难以评估机器学习模型的可靠性。CHI '21Human Reliance on Machine Learning Models When Performance Feedback is Limited: Heuristics and Risks
lightbulb现实痛点AI 决策支持与依赖行为AI决策系统不能解决人机观点不一致,影响决策质量。CHI '25Towards Human-AI Deliberation: Design and Evaluation of LLM-Empowered Deliberative AI for AI-Assisted Decision-Making
lightbulb现实痛点AI 决策支持与依赖行为用户对AI推荐缺乏信任或过度依赖,影响高风险领域决策。CHI '25Do Expressions Change Decisions? Exploring the Impact of AI's Explanation Tone on Decision-Making
lightbulb现实痛点AI 决策支持与依赖行为用户面临多个不确定性预测时,难以有效整合做出决策。CHI '25More Forecasts, More (Decision) Problems: How Uncertainty Representations for Multiple Forecasts Impact Decision Making
lightbulb现实痛点AI 决策支持与依赖行为群体决策中,成员容易过度依赖错误的AI建议。CHI '25The Amplifying Effect of Explainability in AI-assisted Decision-making in Groups
lightbulb现实痛点AI 决策支持与依赖行为用户在AI辅助决策中因为信息不足而做出次优选择。CHI '25Underspecified Human Decision Experiments Considered Harmful
lightbulb现实痛点AI 决策支持与依赖行为用户在时间紧迫时难以高效且准确地做出决策。IUI '24Accuracy-Time Tradeoffs in AI-Assisted Decision Making under Time Pressure