Mental Models and Their Dynamics, Adaptation, and Control: A Self-Modeling Network Modeling Approach
Jan Treur, Laila Van Ments
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.
Kategori:
Tahun:
2022
Penerbit:
Springer
Bahasa:
english
Halaman:
627
ISBN 10:
3030858200
ISBN 13:
9783030858209
Nama siri:
Studies in Systems, Decision and Control, 394
Fail:
PDF, 26.52 MB
IPFS:
,
english, 2022
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