Mental Models and Their Dynamics, Adaptation, and Control: A Self-Modeling Network Modeling Approach

Author:   Jan Treur ,  Laila Van Ments
Publisher:   Springer Nature Switzerland AG
Edition:   1st ed. 2022
Volume:   394
ISBN:  

9783030858230


Pages:   616
Publication Date:   28 January 2023
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Mental Models and Their Dynamics, Adaptation, and Control: A Self-Modeling Network Modeling Approach


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Overview

This book introduces a generic approach to model the use and adaptation of mental models, including the control over this. In their mental processes, humans often make use of internal mental models as a kind of blueprints for processes that can take place in the world or in other persons. By internal mental simulation of such a mental model in their brain, they can predict and be prepared for what can happen in the future. Usually, mental models are adaptive: they can be learned, refined, revised, or forgotten, for example. Although there is a huge literature on mental models in various disciplines, a systematic account of how to model them computationally in a transparent manner is lacking. This approach allows for computational modeling of humans using mental models without a need for any algorithmic or programming skills, allowing for focus on the process of conceptualizing, modeling, and simulating complex, real-world mental processes and behaviors. The book is suitable for and is used as course material for multidisciplinary Master and Ph.D. students.

Full Product Details

Author:   Jan Treur ,  Laila Van Ments
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   1st ed. 2022
Volume:   394
Weight:   0.949kg
ISBN:  

9783030858230


ISBN 10:   3030858235
Pages:   616
Publication Date:   28 January 2023
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Dynamics, Adaptation and Control for Mental Models: A Cognitive Architecture.- Bringing Networks to the Next Level: Self-Modeling Networks for Adaptivity and Control of Mental Models.- On Becoming a Good Driver: Modeling the Learning of a Mental Model.- Controlling Your Mental Models: Using Metacognition to Control Use and Adaptation for Multiple Mental Models.- Disturbed by Flashbacks: a Controlled Adaptive Network Model Addressing Mental Models for Flashbacks from PTSD.

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