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Relatore: Prof. Marco Porta Correlatore: Prof. Mauro Mosconi Tesi di Laurea di Doretta Mangiarotti

Università degli studi di Pavia Corso di laurea specialistica in Editoria e Comunicazione Multimediale. Affective computing: an interdisciplinary approach to models, methods and systems for the creation of empathetic computers. Relatore: Prof. Marco Porta Correlatore: Prof. Mauro Mosconi

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Relatore: Prof. Marco Porta Correlatore: Prof. Mauro Mosconi Tesi di Laurea di Doretta Mangiarotti

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  1. Università degli studi di Pavia Corso di laurea specialistica in Editoria e Comunicazione Multimediale Affective computing:an interdisciplinary approach to models, methods and systems for the creation of empathetic computers Relatore: Prof. Marco Porta Correlatore: Prof. Mauro Mosconi Tesi di Laurea di Doretta Mangiarotti

  2. Affect, emotions and technology Affect plays a crucial role in human experience Emotional experiences have many repercussions on our body Technologies are significantly present in our everyday life

  3. Newdevices Designed to be emotional and empathetic

  4. Affective computing: what is that? Affective computing is computing that relates to, arises from, or deliberately influences emotions. (Picard, 1997) MITMedia Labresearchers intend to create computers that can recognize and interpret affect and then give back empathetic human-like feedback

  5. Four categories of affective computers Cannot perceive affect Cannot express affect Can express affect Can perceive affect

  6. An ideal affective computer Is something like a trusted assistant and not a clone Is autonomous Tries to learn the user’s preferences Provides personal feedback Works through the user’s intelligence, perception and sensitivity Builds a positive and constructive experience

  7. Emotion classification Few states, quickly and reliably distinguishable Recognizable EMOTION Real World Data Collection Measurable

  8. The limbic system Emotion and reasoning are strictly connected One single emotion can elicit a large number of different reactions Before giving an emotional response, our brain carries out an evaluation process

  9. Affective wearables

  10. FacialExpression Facial features tracking points

  11. Vocal Expression Signal processing Featuresevaluation Classification No standardization

  12. Posture Expressive avatars

  13. Multimodal detection

  14. Affective learning

  15. Embodied Conversational Agents Reactive empathy Relevant emotional expressions IV (no feedback) Parallel empathy Neutral emotional expressions III II I

  16. Conclusions CRITICALITY Recognition Classification Human reasoning inhibition Psychology Ethics

  17. Conclusions Affective and empathetic computers will contribute to carry out more and more potentials to our minds and our bodies.

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