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International Symposium on Distributed Computing and Artificial Intelligence

DCAI 2019: Distributed Computing and Artificial Intelligence, 16th International Conference pp 71–78Cite as

Integrative Biological, Cognitive and Affective Modeling of Caffeine Use on Stress

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Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 1003 ))

Abstract

In this paper a computational model of the effect of caffeine on cortisol and brain activity levels is presented. Using integrative modelling in a temporal-causal network model approach, this paper aims to dynamically model the biological, cognitive and affective processes that are enhanced in the brain while consuming coffee. Firstly, stress stimuli from the individuals’ context conduct an (affective) stressful feeling. Therefore, the individual (cognitive) decides to drink coffee that increases its caffeine levels and makes the individual feel more focused wherefore the individual relaxes. Thirdly, (biologically) it is modeled how caffeine intake by drinking coffee reduces stress levels due to feeling more relaxed.

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Notes

  1. 1.

    https://wims.unice.fr/wims/wims.cgi?session=K06C12840B.2&+lang=nl&+module=tool%2Flinear%2Flinsolver.en.

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Author information

Authors and Affiliations

  1. Social AI Group, Vrije Universiteit Amsterdam, De Boelelaan 1105, Amsterdam, The Netherlands

    Rosaline E. de Haan, Minke Blankert & Seyed Sahand Mohammadi Ziabari

Authors
  1. Rosaline E. de Haan
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  2. Minke Blankert
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  3. Seyed Sahand Mohammadi Ziabari
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Corresponding author

Correspondence to Seyed Sahand Mohammadi Ziabari .

Editor information

Editors and Affiliations

  1. Department of Computer Science and Artificial Intelligence, University of Granada, ETS de Ingenierias Informática y de Telecomunicación, Granada, Spain

    Francisco Herrera

  2. Department of Engineering, Osaka Institute of Technology, Osaka , Japan

    Kenji Matsui

  3. Department of Computer Science, University of Salamanca, Salamanca, Spain

    Sara Rodríguez-González

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de Haan, R.E., Blankert, M., Mohammadi Ziabari, S.S. (2020). Integrative Biological, Cognitive and Affective Modeling of Caffeine Use on Stress. In: Herrera, F., Matsui , K., Rodríguez-González, S. (eds) Distributed Computing and Artificial Intelligence, 16th International Conference. DCAI 2019. Advances in Intelligent Systems and Computing, vol 1003 . Springer, Cham. https://doi.org/10.1007/978-3-030-23887-2_9

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