Samuel Alexander

(Author)

An affect-sensitive intelligent tutorPaperback, 28 April 2009

An affect-sensitive intelligent tutor
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Print Length
144 pages
Language
English
Publisher
VDM Verlag
Date Published
28 Apr 2009
ISBN-10
3639138422
ISBN-13
9783639138429

Description

One of the established strengths of human tutors is their ability to recognise and adapt to the emotions of students. This is a skill that has traditionally been lacking from Intelligent Tutoring Systems (ITSs); despite their ability to intelligently model and adapt to aspects of the student's cognitive state, ITSs are generally completely unable to detect or adapt to aspects of the student's affective state. In response to this shortcoming, this book explores the exciting development of an emotion-sensitive ITS. With the empathy of effective human tutors as our blueprint, we investigate how an artificial tutor should adapt to the affective state of students. To inform the tutor's adaptation to student affect, a novel method for student modelling and emotion-sensitive tutoring strategies has been developed using a fuzzy, case-based reasoning approach. As a validation of the feasibility of an emotion-sensitive tutoring system, we implement and test our method in an Affective Tutoring System (ATS) for counting and addition, Easy with Eve, featuring an empathetic animated pedagogical agent, Eve.

Product Details

Author:
Samuel Alexander
Book Format:
Paperback
Country of Origin:
US
Date Published:
28 April 2009
Dimensions:
22.86 x 15.24 x 0.86 cm
ISBN-10:
3639138422
ISBN-13:
9783639138429
Language:
English
Location:
Saarbrucken
Pages:
144
Publisher:
Weight:
222.26 gm

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