Affective labels inherit four qualities of indeterminacy from human interpretation, and the paper argues that data collection must track the context of those interpretations to make emotion prediction reliable.
The unbearable (technical) unreliability of automated facial emotion recognition,
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Indeterminacy in Affective Computing: Considering Meaning and Context in Data Collection Practices
Affective labels inherit four qualities of indeterminacy from human interpretation, and the paper argues that data collection must track the context of those interpretations to make emotion prediction reliable.