Mirror Hearts: Exploring the (Mis-)Alignment between AI-Recognized and Self-Reported Emotions
Abstract
1 Introductions
2 Related Works
3 Interaction and User Study Design
3.1 Interaction Design: Aligning Self-Reported Emojis and AI-Recognized Emotions via Facial Expressions to support Reflections
3.1.1 Collecting and Displaying AI-recognized Emotions.
3.1.2 Self-Reporting and Displaying Emotions.
3.2 User Study Design and Data Analysis
4 Findings
4.1 (Mis-)alignment between AI-Recognized and Self-reported Emotions using Emojis
4.1.1 Different Distributions between AI-Recognized Emotion and Self-reported Emojis.
4.1.2 Participant’s Reflection Using Temporally (Mis-)aligned Self-Report and AI-Recognized Emotions (Think-aloud).
4.2 Explaining the (Mis-)alignment between AI-Recognized Emotions and Self-Reported Emojis
4.2.1 Commonly Self-Reported Emotions.
4.2.2 Explaining the Self-Reported Emoji Using Text.
5 Discussions
Acknowledgments
Supplementary Material
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References
Index Terms
- Mirror Hearts: Exploring the (Mis-)Alignment between AI-Recognized and Self-Reported Emotions
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