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

Zvonimir Dujmić, Emma Machielse, J. 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, vol. 1
Subtitle of host publicationProceedings of the 9th International Conference on Biologically Inspired Cognitive Architectures, BICA'18
EditorsAlexei V. Samsonovich
PublisherSpringer
Pages88-100
Number of pages13
Volume1
ISBN (Electronic)9783319993164
ISBN (Print)9783319993157
StatePublished - 2019
EventAnnual International Conference on Biologically Inspired Cognitive Architectures 2018: Ninth Annual Meeting of the BICA Society - Prague, Czech Republic
Duration: 22 Aug 201824 Aug 2018
Conference number: 9
http://bica2018.bicasociety.org/

Publication series

NameAdvances in Intelligent Systems and Computing
PublisherSpringer
Volume848

Conference

ConferenceAnnual International Conference on Biologically Inspired Cognitive Architectures 2018
Abbreviated titleBICA Society
CountryCzech Republic
CityPrague
Period22/08/1824/08/18
Internet address

Fingerprint

modeling
mathematical analysis
simulation
experiment
parameter

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, vol. 1: Proceedings of the 9th International Conference on Biologically Inspired Cognitive Architectures, BICA'18 (Vol. 1, pp. 88-100). (Advances in Intelligent Systems and Computing; Vol. 848). Springer.
Dujmić, Zvonimir ; Machielse, Emma ; Treur, J./ A Temporal-Causal Modeling Approach to the Dynamics of a Burnout and the Role of Physical Exercise. Biologically Inspired Cognitive Architectures 2018, vol. 1: Proceedings of the 9th International Conference on Biologically Inspired Cognitive Architectures, BICA'18. editor / Alexei V. Samsonovich. Vol. 1 Springer, 2019. pp. 88-100 (Advances in Intelligent Systems and Computing).
@inproceedings{41214f8d75e64a28bf8f93d0e2648997,
title = "A Temporal-Causal Modeling Approach to the Dynamics of a Burnout and the Role of Physical Exercise",
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.",
author = "Zvonimir Dujmić and Emma Machielse and J. Treur",
year = "2019",
language = "English",
isbn = "9783319993157",
volume = "1",
series = "Advances in Intelligent Systems and Computing",
publisher = "Springer",
pages = "88--100",
editor = "Samsonovich, {Alexei V.}",
booktitle = "Biologically Inspired Cognitive Architectures 2018, vol. 1",

}

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, vol. 1: Proceedings of the 9th International Conference on Biologically Inspired Cognitive Architectures, BICA'18. vol. 1, Advances in Intelligent Systems and Computing, vol. 848, Springer, pp. 88-100, Annual International Conference on Biologically Inspired Cognitive Architectures 2018, Prague, Czech Republic, 22/08/18.

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

Biologically Inspired Cognitive Architectures 2018, vol. 1: Proceedings of the 9th International Conference on Biologically Inspired Cognitive Architectures, BICA'18. ed. / Alexei V. Samsonovich. Vol. 1 Springer, 2019. p. 88-100 (Advances in Intelligent Systems and Computing; Vol. 848).

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

TY - GEN

T1 - A Temporal-Causal Modeling Approach to the Dynamics of a Burnout and the Role of Physical Exercise

AU - Dujmić,Zvonimir

AU - Machielse,Emma

AU - Treur,J.

PY - 2019

Y1 - 2019

N2 - 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.

AB - 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.

UR - https://www.springer.com/us/book/9783319993157

M3 - Conference contribution

SN - 9783319993157

VL - 1

T3 - Advances in Intelligent Systems and Computing

SP - 88

EP - 100

BT - Biologically Inspired Cognitive Architectures 2018, vol. 1

PB - Springer

ER -

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, vol. 1: Proceedings of the 9th International Conference on Biologically Inspired Cognitive Architectures, BICA'18. Vol. 1. Springer. 2019. p. 88-100. (Advances in Intelligent Systems and Computing).