helpResearch questionConfidence Expression and Metacognitive Calibration
How does AI confidence expression affect users' confidence levels?Direction: AI Explainability, Trust, and Calibration
Confidence Expression and Metacognitive Calibration
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2025
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26 items
helpResearch questionConfidence Expression and Metacognitive Calibration
How does user-AI confidence alignment change across human-AI collaboration modes and with or without real-time feedback?helpResearch questionConfidence Expression and Metacognitive Calibration
What impact does confidence alignment have on human-AI collaboration efficiency and decision accuracy?helpResearch questionConfidence Expression and Metacognitive Calibration
How does human confidence miscalibration affect reliance on AI recommendations?helpResearch questionConfidence Expression and Metacognitive Calibration
How can human confidence be calibrated, and what impact do calibration mechanisms have on UX?helpResearch questionConfidence Expression and Metacognitive Calibration
How do calibration mechanisms affect decision performance and appropriateness of AI reliance?helpResearch questionConfidence Expression and Metacognitive Calibration
How do different uncertainty presentation methods affect users' decision behavior?helpResearch questionConfidence Expression and Metacognitive Calibration
How do different confidence levels affect users' perceptions of robot trust and transparency?helpResearch questionConfidence Expression and Metacognitive Calibration
How can appropriate reliance on AI recommendations be quantified, particularly by introducing an adaptation dependency metric?IUI '23Moderate Reliance on AI Recommendations: Conceptualization and the Impact of Explanations
helpResearch questionConfidence Expression and Metacognitive Calibration
What is the effect of AI explanations on correctly accepting correct recommendations (RAIR) and rejecting incorrect ones (RSR)?IUI '23Moderate Reliance on AI Recommendations: Conceptualization and the Impact of Explanations
helpResearch questionConfidence Expression and Metacognitive Calibration
How do changes in trust and confidence mediate the relationship between AI explanations and appropriate reliance behavior?IUI '23Moderate Reliance on AI Recommendations: Conceptualization and the Impact of Explanations
helpResearch questionConfidence Expression and Metacognitive Calibration
Does the Dunning-Kruger effect (overconfidence bias) affect users' reliance on AI systems?helpResearch questionConfidence Expression and Metacognitive Calibration
What methods can calibrate users' self-assessment to promote appropriate AI reliance?helpResearch questionConfidence Expression and Metacognitive Calibration
How do logic-unit-level AI explanations affect user understanding and trust in AI?helpResearch questionConfidence Expression and Metacognitive Calibration
How can user trust calibration (matching trust to system capability) be defined and classified?helpResearch questionConfidence Expression and Metacognitive Calibration
Which interventions can effectively calibrate users' trust in automated systems?helpResearch questionConfidence Expression and Metacognitive Calibration
What key problems and improvement directions exist in methods and results of current trust calibration research?helpResearch questionConfidence Expression and Metacognitive Calibration
How can conversational agents be designed to calibrate user trust so that trust levels match the system's actual capabilities?CUI '22Conversational Agents Trust Calibration: A User-Centred Perspective to Design
helpResearch questionConfidence Expression and Metacognitive Calibration
How do user control, reflective prompts, personalization, and outcome review jointly contribute to trust calibration design?CUI '22Conversational Agents Trust Calibration: A User-Centred Perspective to Design
helpResearch questionConfidence Expression and Metacognitive Calibration
Compared to anthropomorphic design, is dehumanized transparent design better suited for calibrating trust and avoiding over-trust?CUI '22Conversational Agents Trust Calibration: A User-Centred Perspective to Design
helpResearch questionConfidence Expression and Metacognitive Calibration
Can wrist motion data accurately infer users' confidence level in their answers?UbiComp '21Confidence Estimation via Wrist Movement
helpResearch questionConfidence Expression and Metacognitive Calibration
Does wrist accelerometry have generality across question types in confidence estimation?UbiComp '21Confidence Estimation via Wrist Movement
helpResearch questionConfidence Expression and Metacognitive Calibration
Can simplified feature processing and device requirements significantly improve usability of practical confidence estimation systems?UbiComp '21Confidence Estimation via Wrist Movement
helpResearch questionConfidence Expression and Metacognitive Calibration
How do self-reported confidence levels and questionnaire completion time affect data reliability?UbiComp '21Investigating the Reliability of Self-report Data in the Wild: The Quest for Ground Truth
helpResearch questionConfidence Expression and Metacognitive Calibration
What differences and reasons exist between students' subjective classroom engagement feelings and physiological signal measurements?UbiComp '21Investigating the Reliability of Self-report Data in the Wild: The Quest for Ground Truth
helpResearch questionConfidence Expression and Metacognitive Calibration
Is using physiological signals as baseline data for emotion prediction models more reliable than traditional self-report data?UbiComp '21Investigating the Reliability of Self-report Data in the Wild: The Quest for Ground Truth
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