A Computational Model for the Second-Order Adaptive Causal Relationships Between Anxiety, Stress and Physical Exercise

Lars Rass, Jan Treur*

*Corresponding author for this work

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

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Abstract

Mental disorders are more and more seen as based on complex networks of symptoms and predispositions that create the disorder as an emergent behaviour of the network’s dynamics. This paper aims to provide a computational model reflecting the adaptive causal relations between anxiety, stress and physical exercise based on a network-oriented modelling approach. The model was evaluated by executing several simulations and validated through an examination of its emergent properties and their cross-reference to the available literature. The created model offers the possibility of simulating different treatments, and offers a basis to develop a virtual patient model.

Original languageEnglish
Title of host publicationArtificial Intelligence Applications and Innovations
Subtitle of host publication17th IFIP WG 12.5 International Conference, AIAI 2021, Hersonissos, Crete, Greece, June 25–27, 2021, Proceedings
EditorsIlias Maglogiannis, John Macintyre, Lazaros Iliadis
PublisherSpringer Science and Business Media Deutschland GmbH
Pages17-29
Number of pages13
ISBN (Electronic)9783030791506
ISBN (Print)9783030791490, 9783030791520
DOIs
Publication statusPublished - 2021
Event17th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2021 - Virtual, Online
Duration: 25 Jun 202127 Jun 2021

Publication series

NameIFIP Advances in Information and Communication Technology
Volume627
ISSN (Print)1868-4238
ISSN (Electronic)1868-422X

Conference

Conference17th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2021
CityVirtual, Online
Period25/06/2127/06/21

Bibliographical note

Publisher Copyright:
© 2021, IFIP International Federation for Information Processing.

Copyright:
Copyright 2021 Elsevier B.V., All rights reserved.

Keywords

  • Adaptive network
  • Anxiety
  • Physical exercise
  • Stress
  • Temporal-causal

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