Key Ideas
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Many technologies may be improved by the capability
to recognize human affect and to respond adaptively
by appropriately modifying their operation
Empathy is the capacity to understand what another
person is experiencing
Emotion AI
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Context
9
Rosalind Picard
MIT MediaLab
HCI
Affective
Computing
1997
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Context
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Context
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Rosalind Picard
MIT MediaLab
Winslow Burleson
University of Arizona
HCI
Affective
Computing
1997
SW
Engineering
Self-
Adaptive
Systems
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Workflow
12
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• Body Level One
• Body Level Two
• Body Level Three
• Body Level Four
• Body Level Five
1
Brain
19
24
5 samples per second
5 affective states
25 values per second
1,500 values per minute
90,000 values per hour
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Brain
20
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ML
21
• Neural Networks
• Random Forest
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Questions
59
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Lab 02
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Lab 02
Understanding Affect
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PAD
62
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CSC 486 Human-Computer Interaction
Javier Gonzalez-Sanchez, Ph.D.
[email protected]
Winter 2025
Copyright. These slides can only be used as study material for the class CSC 486 at Cal Poly.
They cannot be distributed or used for another purpose.