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Computational Autism: Human–Computer Interaction Series

Autor Boris Galitsky
en Limba Engleză Paperback – 16 iun 2018
This book explores and evaluates accounts and models of autistic reasoning and cognition from a computational standpoint. The author investigates the limitations and peculiarities of autistic reasoning and sets out a remediation strategy to be used by a wide range of psychologists and rehabilitation personnel and will also be appreciated by computer scientists who are interested in the practical implementation of reasoning.
The author subjects the Theory of Mind (ToM) model to a formal analysis to investigate the limitations of autistic reasoning and proposes a formal model regarding mental attitudes and proposes a method to help those with autism navigate everyday living. Based on the concept of playing with computer based mental simulators, the NL_MAMS, is examined to see whether it is capable of modeling mental and emotional states of the real world to aid the emotional development of autistic children. Multiple autistic theories and strategies are also examined for possible computational cross-overs, providing researchers with a wide range of examples, tools and detailed case studies to work from.
Computational Autism will be an essential read to behavioral specialists, researcher’s, developers and designers who are interested in understanding and tackling the increasing prevalence of autism within modern society today.    
 
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Specificații

ISBN-13: 9783319820057
ISBN-10: 3319820052
Ilustrații: XI, 380 p. 149 illus., 78 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.55 kg
Ediția:Softcover reprint of the original 1st ed. 2016
Editura: Springer International Publishing
Colecția Springer
Seria Human–Computer Interaction Series

Locul publicării:Cham, Switzerland

Cuprins

Introduction.- Computational Models of Autism.- Intuitive Theory of Mind.- Formalizing Theory of Mind.- Theory of Mind Engine.- Reasoning Beyond the Mental World.- Autistic Learning and Cognition.- Rehabilitating Autistic Reasoning.-  

Recenzii

  

Notă biografică

  

Textul de pe ultima copertă

This book explores and evaluates accounts and models of autistic reasoning and cognition from a computational standpoint. The author investigates the limitations and peculiarities of autistic reasoning and sets out a remediation strategy to be used by a wide range of psychologists and rehabilitation personnel and will also be appreciated by computer scientists who are interested in the practical implementation of reasoning.
The author subjects the Theory of Mind (ToM) model to a formal analysis to investigate the limitations of autistic reasoning and proposes a formal model regarding mental attitudes and proposes a method to help those with autism navigate everyday living. Based on the concept of playing with computer based mental simulators, the NL_MAMS, is examined to see whether it is capable of modeling mental and emotional states of the real world to aid the emotional development of autistic children. Multiple autistic theories and strategies are also examined for possible computational cross-overs, providing researchers with a wide range of examples, tools and detailed case studies to work from.
Computational Autism will be an essential read to behavioral specialists, researcher’s, developers and designers who are interested in understanding and tackling the increasing prevalence of autism within modern society today.

Caracteristici

Offers a unified computational approach to autistic reasoning and learning Presents the NL_MAMS mental simulator to aid the mental reasoning and emotional development of autistic children Provides tools, exercises and detailed case studies for academics, researchers and educators alike Includes supplementary material: sn.pub/extras