Mental Models and Their Dynamics, Adaptation, and Control

A Self-Modeling Network Modeling Approach

Jan Treur, Laila Van Ments (Herausgeber)

Buch | Hardcover

XI, 616 Seiten

2022
Springer International Publishing (Verlag)
978-3-030-85820-9 (ISBN)

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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.

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.

Erscheinungsdatum	28.01.2022
Reihe/Serie	Studies in Systems, Decision and Control
Zusatzinfo	XI, 616 p. 240 illus., 228 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	1099 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Themenwelt	Technik ► Elektrotechnik / Energietechnik
Schlagworte	Adaption • Control • Dynamics • Mental Models in Individual Processes • Mental Models in Social Processes • Self-Modeling Network Modeling
ISBN-10	3-030-85820-0 / 3030858200
ISBN-13	978-3-030-85820-9 / 9783030858209
Zustand	Neuware