helpResearch question主动学习与机器教学中的不确定性领域专家在使用自动化标签推荐系统时,如何平衡对系统错误的修正与自身的主动性?CHI '21Assessing the Impact of Automated Suggestions on Decision Making: Domain Experts Mediate Model Errors but Take Less Initiative
helpResearch question主动学习与机器教学中的不确定性非专业人士在注解高度专业化领域数据时,如何避免对AI的过度依赖?IUI '25Empowering Medical Data Labeling for Non-Experts with DANNY: Enhancing Accuracy and Mitigating Over-Reliance on AI
helpResearch question主动学习与机器教学中的不确定性在医学影像的注解任务中,基于双重加工理论的认知干预方法是否能提升注解质量?IUI '25Empowering Medical Data Labeling for Non-Experts with DANNY: Enhancing Accuracy and Mitigating Over-Reliance on AI
helpResearch question主动学习与机器教学中的不确定性如何有效利用性能有限的AI辅助非专家完成数据集注解,同时优化注解效率和质量?IUI '25Empowering Medical Data Labeling for Non-Experts with DANNY: Enhancing Accuracy and Mitigating Over-Reliance on AI
helpResearch question主动学习与机器教学中的不确定性不同的查询策略如何影响分析师对主动学习系统的信任?IUI '24Assessing Trust in Active Learning Systems: Insights from Query Policies and Uncertainty Visualization
helpResearch question主动学习与机器教学中的不确定性不确定性可视化方法如何影响分析师的信任水平和分类性能?IUI '24Assessing Trust in Active Learning Systems: Insights from Query Policies and Uncertainty Visualization
helpResearch question主动学习与机器教学中的不确定性查询策略和不确定性可视化的交互如何影响系统的信任校准效果?IUI '24Assessing Trust in Active Learning Systems: Insights from Query Policies and Uncertainty Visualization