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The Choice Between Bad and Worse: A Cognitive Agent Model for Desire Regulation Under Stress

  • Nimat UllahEmail author
  • Jan Treur
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 11873)

Abstract

It is a proven fact in social sciences that desires for food intake can occur as a result of negative emotions. On the other hand, a negative emotion like anxiety also brings along psychological health issues. In such a situation it’s quite a feasible option to get rid of the worse before the bad. In this paper, a cognitive agent model for food desire regulation is presented wherein Hebbian learning helps in breaking the bond between anxiety/stress and desire for food intake as a result. Simulation results of the model illustrate the food desire and its regulation.

Keywords

Desire regulation Hebbian learning Expressive suppression Reappraisal Cognitive agent model 

References

  1. 1.
    Wiser, S., Telch, C.F.: Dialectical behavior therapy for binge-eating disorder. J. Clin. Psychol. 55(6), 755–768 (1999)CrossRefGoogle Scholar
  2. 2.
    Ekman, P.: An argument for basic emotions. Cogn. Emot. 6(3–4), 169–200 (1992)CrossRefGoogle Scholar
  3. 3.
    De Ridder, D., Evers, C.: Stressed spelled backward is desserts: affective determinants of eating behavior. In: Williams, D.M., Rhodes, R.E., Conner, M.T. (eds.) Affective Determinants of Health Behavior. Oxford University Press, Oxford (2018)Google Scholar
  4. 4.
    Schachter, S., Goldman, R., Gordon, A.: Effects of fear, food deprivation, and obesity on eating. J. Pers. Soc. Psychol. 10(2), 91–97 (1968)CrossRefGoogle Scholar
  5. 5.
    Herman, C.P., Polivy, J.: Restraint and excess in dieters and bulimics. In: Pirke, K.M., Ploog, D., Vandereycken, W. (eds.) The Psychobiology of Bulimia Nervosa, pp. 33–41. Springer, Heidelberg (1988).  https://doi.org/10.1007/978-3-642-73267-6_5CrossRefGoogle Scholar
  6. 6.
    Heatherton, T.F., Baumeister, R.F.: Binge eating as escape from self-awareness. Psychol. Bull. 110(1), 86–108 (1991)CrossRefGoogle Scholar
  7. 7.
    Deaver, C.M., Miltenberger, R.G., Smyth, J., Meidinger, A., Crosby, R.: An evaluation of affect and binge eating. Behav. Modif. 27(4), 578–599 (2003)CrossRefGoogle Scholar
  8. 8.
    Macht, M., Dettmer, D.: Everyday mood and emotions after eating a chocolate bar or an apple. Appetite 46(3), 332–336 (2006)CrossRefGoogle Scholar
  9. 9.
    Aldao, A., Sheppes, G., Gross, J.J.: Emotion regulation flexibility. Cognit. Ther. Res. 39(3), 263–278 (2015).  https://doi.org/10.1007/s10608-014-9662-4CrossRefGoogle Scholar
  10. 10.
    Hebb, D.O.: The organization of behavior: a neuropsychological theory. Wiley, Oxford (1949)Google Scholar
  11. 11.
    Suri, G., Sheppes, G., Young, G., Abraham, D., McRae, K., Gross, J.J.: Emotion regulation choice: the role of environmental affordances. Cogn. Emot. 32(5), 963–971 (2018)CrossRefGoogle Scholar
  12. 12.
    Koole, S.L.: The psychology of emotion regulation: an integrative review. Cogn. Emot. 23(1), 4–41 (2009)CrossRefGoogle Scholar
  13. 13.
    Gross, J.J.: Handbook of Emotion Regulation. Guilford Publications, New York (2013)Google Scholar
  14. 14.
    Evers, C., Marijn Stok, F., De Ridder, D.T.D.: Feeding your feelings: emotion regulation strategies and emotional eating. Pers. Soc. Psychol. Bull. 36(6), 792–804 (2010)CrossRefGoogle Scholar
  15. 15.
    Macht, M.: How emotions affect eating: a five-way model. Appetite 50(1), 1–11 (2008)CrossRefGoogle Scholar
  16. 16.
    Boon, B., Stroebe, W., Schut, H., Jansen, A.: Food for thought: Cognitive regulation of food intake. Br. J. Health Psychol. 3, 27–40 (1998)CrossRefGoogle Scholar
  17. 17.
    Yeomans, M.R., Coughlan, E.: Mood-induced eating. Interactive effects of restraint and tendency to overeat. Appetite 52(2), 290–298 (2009)CrossRefGoogle Scholar
  18. 18.
    Lindeman, M., Stark, K.: Loss of pleasure, ideological food choice reasons and eating pathology. Appetite 35(3), 263–268 (2000)CrossRefGoogle Scholar
  19. 19.
    Taut, D., Renner, B., Baban, A.: Reappraise the situation but express your emotions: impact of emotion regulation strategies on ad libitum food intake. Front. Psychol. 3, 359 (2012)CrossRefGoogle Scholar
  20. 20.
    Svaldi, J., Tuschen-Caffier, B., Lackner, H.K., Zimmermann, S., Naumann, E.: The effects of emotion regulation on the desire to overeat in restrained eaters. Appetite 59(2), 256–263 (2012)CrossRefGoogle Scholar
  21. 21.
    Abro, A.H., Treur, J.: A cognitive agent model for desire regulation applied to food desires. In: Criado Pacheco, N., Carrascosa, C., Osman, N., Julián Inglada, V. (eds.) EUMAS/AT-2016. LNCS (LNAI), vol. 10207, pp. 251–260. Springer, Cham (2017).  https://doi.org/10.1007/978-3-319-59294-7_20CrossRefGoogle Scholar
  22. 22.
    Treur, Jan: Network-Oriented Modeling: Addressing Complexity of Cognitive, Affective and Social Interactions. UCS. Springer, Cham (2016).  https://doi.org/10.1007/978-3-319-45213-5CrossRefzbMATHGoogle Scholar
  23. 23.
    Treur, J.: The ins and outs of network-oriented modeling: from biological networks and mental networks to social networks and beyond. Trans. Comput. Collective Intell. 32, 120–139 (2019).  https://doi.org/10.1007/978-3-662-58611-2_2CrossRefGoogle Scholar
  24. 24.
    Soetens, B., Braet, C.: ‘The weight of a thought’: food-related thought suppression in obese and normal-weight youngsters. Appetite 46(3), 309–317 (2006)CrossRefGoogle Scholar
  25. 25.
    Morrison, S.E., Salzman, C.D.: Re-valuing the amygdala. Curr. Opin. Neurobiol. 20(2), 221–230 (2010)CrossRefGoogle Scholar
  26. 26.
    Bechara, A., Damasio, H., Damasio, A.R.: Role of the amygdala in decision-making. Ann. N. Y. Acad. Sci. 985, 356–369 (2003)CrossRefGoogle Scholar
  27. 27.
    Mohammadi Ziabari, S.S., Treur, J.: A modeling environment for dynamic and adaptive network models implemented in Matlab. In: Proceedings of the Fourth International Congress on Information and Communication Technology, ICICT 2019. Advances in Intelligent Systems and Computing. Springer, London (2019)Google Scholar

Copyright information

© Springer Nature Switzerland AG 2019

Authors and Affiliations

  1. 1.Vrije Universiteit AmsterdamAmsterdamThe Netherlands

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