Integrative biological, cognitive and affective modeling of caffeine use on stress

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

*Corresponding author for this work

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

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.
Original languageEnglish
Title of host publicationDistributed Computing and Artificial Intelligence, 16th International Conference
EditorsFrancisco Herrera, Kenji Matsui, Sara Rodríguez-González
PublisherSpringer
Pages71-78
Number of pages8
ISBN (Electronic)9783030238872
ISBN (Print)9783030238865
DOIs
Publication statusPublished - 2020
Event16th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2019 - Ávila, Spain
Duration: 26 Jun 201928 Jun 2019

Publication series

NameAdvances in Intelligent Systems and Computing
PublisherSpringer
Volume1003
ISSN (Print)2194-5357
ISSN (Electronic)2194-5365

Conference

Conference16th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2019
CountrySpain
CityÁvila
Period26/06/1928/06/19

Keywords

  • Affective
  • Biological
  • Caffeine
  • Cognitive
  • Integrative temporal-causal network model
  • Stress

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