TY - JOUR
T1 - A Self-Modeling Network Model Addressing Controlled Adaptive Mental Models for Analysis and Support Processes
AU - Treur, Jan
N1 - Appendices: A1-B8 (16 p.)
Publisher Copyright:
© 2021, Complex Systems Publications, Inc. All rights reserved.
PY - 2021
Y1 - 2021
N2 - In this paper, a self-modeling mental network model is presented for cognitive analysis and support processes for a human. These cognitive analysis and support processes are modeled by internal mental models. At the base level, the model is able to perform the analysis and support processes based on these internal mental models. To obtain adaptation of these internal mental models, a first-order self-model is included in the network model. In addition, to obtain control of this adaptation, a second-order self-model is included. This makes the network model a second-order self-modeling network model. The adaptive network model is illustrated for a number of realistic scenarios for a supported car driver.
AB - In this paper, a self-modeling mental network model is presented for cognitive analysis and support processes for a human. These cognitive analysis and support processes are modeled by internal mental models. At the base level, the model is able to perform the analysis and support processes based on these internal mental models. To obtain adaptation of these internal mental models, a first-order self-model is included in the network model. In addition, to obtain control of this adaptation, a second-order self-model is included. This makes the network model a second-order self-modeling network model. The adaptive network model is illustrated for a number of realistic scenarios for a supported car driver.
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U2 - 10.25088/ComplexSystems.30.4.483
DO - 10.25088/ComplexSystems.30.4.483
M3 - Article
AN - SCOPUS:85122811272
SN - 0891-2513
VL - 30
SP - 483
EP - 512
JO - Complex systems
JF - Complex systems
IS - 4
ER -