A Temporal-Causal Modeling Approach to the Dynamics of a Burnout and the Role of Physical Exercise

Zvonimir Dujmić, Emma Machielse, Jan Treur

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

Abstract

In this paper from a Network-Oriented Modeling perspective a temporal-causal network model for burnout is introduced. The model can be the basis for a virtual patient agent model, and offers also possibilities to simulate certain forms of treatment. The model was evaluated by simulation experiments, verification by Mathematical Analysis and validation by Parameter Tuning for given patterns found in the literature.

LanguageEnglish
Title of host publicationBiologically Inspired Cognitive Architectures 2018
Subtitle of host publicationProceedings of the 9th International Conference on Biologically Inspired Cognitive Architectures, BICA'18
EditorsAlexei V. Samsonovich
PublisherSpringer Verlag
Pages88-100
Number of pages13
ISBN (Electronic)9783319993164
ISBN (Print)9783319993157
DOIs
Publication statusPublished - 2019
Event9th Annual International Conference on Biologically Inspired Cognitive Architectures, BICA 2018 - Prague, Czech Republic
Duration: 22 Aug 201824 Aug 2018

Publication series

NameAdvances in Intelligent Systems and Computing
Volume848
ISSN (Print)2194-5357

Conference

Conference9th Annual International Conference on Biologically Inspired Cognitive Architectures, BICA 2018
CountryCzech Republic
CityPrague
Period22/08/1824/08/18

Fingerprint

Tuning
Experiments

Keywords

  • Burnout
  • Network model
  • Physical exercise

Cite this

Dujmić, Z., Machielse, E., & Treur, J. (2019). A Temporal-Causal Modeling Approach to the Dynamics of a Burnout and the Role of Physical Exercise. In A. V. Samsonovich (Ed.), Biologically Inspired Cognitive Architectures 2018: Proceedings of the 9th International Conference on Biologically Inspired Cognitive Architectures, BICA'18 (pp. 88-100). (Advances in Intelligent Systems and Computing; Vol. 848). Springer Verlag. https://doi.org/10.1007/978-3-319-99316-4_12
Dujmić, Zvonimir ; Machielse, Emma ; Treur, Jan. / A Temporal-Causal Modeling Approach to the Dynamics of a Burnout and the Role of Physical Exercise. Biologically Inspired Cognitive Architectures 2018: Proceedings of the 9th International Conference on Biologically Inspired Cognitive Architectures, BICA'18. editor / Alexei V. Samsonovich. Springer Verlag, 2019. pp. 88-100 (Advances in Intelligent Systems and Computing).
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Dujmić, Z, Machielse, E & Treur, J 2019, A Temporal-Causal Modeling Approach to the Dynamics of a Burnout and the Role of Physical Exercise. in AV Samsonovich (ed.), Biologically Inspired Cognitive Architectures 2018: Proceedings of the 9th International Conference on Biologically Inspired Cognitive Architectures, BICA'18. Advances in Intelligent Systems and Computing, vol. 848, Springer Verlag, pp. 88-100, 9th Annual International Conference on Biologically Inspired Cognitive Architectures, BICA 2018, Prague, Czech Republic, 22/08/18. https://doi.org/10.1007/978-3-319-99316-4_12

A Temporal-Causal Modeling Approach to the Dynamics of a Burnout and the Role of Physical Exercise. / Dujmić, Zvonimir; Machielse, Emma; Treur, Jan.

Biologically Inspired Cognitive Architectures 2018: Proceedings of the 9th International Conference on Biologically Inspired Cognitive Architectures, BICA'18. ed. / Alexei V. Samsonovich. Springer Verlag, 2019. p. 88-100 (Advances in Intelligent Systems and Computing; Vol. 848).

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

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Dujmić Z, Machielse E, Treur J. A Temporal-Causal Modeling Approach to the Dynamics of a Burnout and the Role of Physical Exercise. In Samsonovich AV, editor, Biologically Inspired Cognitive Architectures 2018: Proceedings of the 9th International Conference on Biologically Inspired Cognitive Architectures, BICA'18. Springer Verlag. 2019. p. 88-100. (Advances in Intelligent Systems and Computing). https://doi.org/10.1007/978-3-319-99316-4_12