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Enhancing Learning through a Cognitive Machine that Understands Emotions

This Learning Companion leverages cognitive technology to recognize and respond to a learner's emotional state, enhancing educational experiences. It integrates insights from modern pedagogy, focusing on the dynamic interplay of knowledge, data, and affective states like anxiety, confidence, frustration, and euphoria. The machine promotes a cycle of constructive learning by addressing misconceptions and facilitating curiosity while providing supportive feedback. With its ability to engage learners through storytelling and values exploration, it embodies a new paradigm in personalized education.

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Enhancing Learning through a Cognitive Machine that Understands Emotions

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Presentation Transcript

  1. Learning Companion Cognitive machine that will recognize a learner’s affective state and respond appropriately to those states

  2. Elements of Learning Data Information Knowledge Q&A Integrate Focus of modern day educational pedagogy

  3. Elements of Insightful Learning story making Wisdom Anecdote Values and disvalues collection insight New focus of attention It’s a Loop! Knowledge Data integration Q&A pairs Information

  4. Emotion Axes • Anxiety - Confidence • Boredom - Fascination • Frustration - Euphoria • Dispirited - Encouraged • Terror - Enchantment • Humiliation - Pride 6 candidate axes

  5. Emotions and Learning Cycle Constructive Learning satisfaction confusion curiosity disappointment investigate diagnose II I Negative Affect Positive Affect -1 +1 hopefulness frustration III IV dispiritedness determination discard misconceptions fresh research Un-Learning

  6. Learning Companion Thank you for your attention – any questions?

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