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Computational Autism

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Computational Autism/ by Boris Galitsky.
Author:	Galitsky, Boris.
Description:	XI, 380 p. 149 illus., 78 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Artificial intelligence. -
Online resource:	https://doi.org/10.1007/978-3-319-39972-0
ISBN:	9783319399720

Computational Autism
Galitsky, Boris.

Computational Autism[electronic resource] /by Boris Galitsky. - 1st ed. 2016. - XI, 380 p. 149 illus., 78 illus. in color.online resource. - Human–Computer Interaction Series,1571-5035. - Human–Computer Interaction Series,.

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 -- <From Reasoning to Behavior in the Real World -- Book Conclusions.

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.

ISBN: 9783319399720

Standard No.: 10.1007/978-3-319-39972-0doiSubjects--Topical Terms:

559380
Artificial intelligence.

LC Class. No.: Q334-342

Dewey Class. No.: 006.3

Computational Autism
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