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

affect emotions and technology
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

new devices
Newdevices

Designed to be emotional and empathetic

affective computing what is that
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

four categories of affective computers
Four categories of affective computers

Cannot perceive affect

Cannot express affect

Can express affect

Can perceive affect

an ideal affective computer
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

emotion classification
Emotion classification

Few states, quickly and reliably distinguishable

Recognizable

EMOTION

Real World Data Collection

Measurable

the limbic system
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

facial expression
FacialExpression

Facial features tracking points

vocal expression
Vocal Expression

Signal processing

Featuresevaluation

Classification

No standardization

posture
Posture

Expressive avatars

embodied conversational agents
Embodied Conversational Agents

Reactive

empathy

Relevant emotional expressions

IV (no feedback)

Parallel

empathy

Neutral emotional expressions

III

II

I

conclusions
Conclusions

CRITICALITY

Recognition

Classification

Human reasoning inhibition

Psychology

Ethics

conclusions1
Conclusions

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