Abstract
This paper starts with hypothesis (and presents some evidence) that anxiety in migrants is sufficiently important to be modelled. It presents a small (and very incomplete) review of emotion modelling in literature. It asks the question of how to translate these into agent-based modelling, and whether this can be orthogonal to specific modelling of goals and capabilities of agents. This short paper is offered as a motivator for discussion, rather than a discussion of results.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Notes
- 1.
Supported by the Irish Research Council via Grant COALESCE/2021/4.
- 2.
A PPSN is a number that is allocated to every adult individual and is used for multiple purposes, from taxation to vaccination.
- 3.
- 4.
But only about 9,500 immigrants have information on their positions.
- 5.
- 6.
For wealth dimension, we define as satisfied if the migrantās cumulative wealth values are greater than his/her half of annual salary.
References
Aalto, A.M., et al.: Employment, psychosocial work environment and well-being among migrant and native physicians in Finnish health care 24(3), 445ā451. https://doi.org/10.1093/eurpub/cku021
Barrett, L.F.: The theory of constructed emotion: an active inference account of interoception and categorization 12(1), 1ā23. https://doi.org/10.1093/scan/nsw154
Bourgais, M., Taillandier, P., Vercouter, L., Adam, C.: Emotion modeling in social simulation: a survey 21(2), 5. https://doi.org/10.18564/jasss.3681. https://jasss.soc.surrey.ac.uk/21/2/5.html
Cambria, E., Livingstone, A., Hussain, A.: The hourglass of emotions. In: Esposito, A., Esposito, A.M., Vinciarelli, A., Hoffmann, R., MĆ¼ller, V.C. (eds.) Cognitive Behavioural Systems. LNCS, vol. 7403, pp. 144ā157. Springer, Heidelberg (2012). https://doi.org/10.1007/978-3-642-34584-5_11
Cayuela, A., Malmusi, D., LĆ³pez-Jacob, M.J., Gotsens, M., Ronda, E.: The impact of education and socioeconomic and occupational conditions on self-perceived and mental health inequalities among immigrants and native workers in Spain 17(6), 1906ā1910. https://doi.org/10.1007/s10903-015-0219-8
Ekman, P.: An argument for basic emotions. Cogn. Emot. 6(3), 169ā200 (1992)
Gratch, J., Marsella, S.: A domain-independent framework for modeling emotion 5(4), 269ā306. https://doi.org/10.1016/j.cogsys.2004.02.002. https://www.sciencedirect.com/science/article/pii/S1389041704000142
HĆ©bert, G.A., Perez, L., Harati, S.: An agent-based model to identify migration pathways of refugees: the case of Syria. In: Perez, L., Kim, E.-K., Sengupta, R. (eds.) Agent-Based Models and Complexity Science in the Age of Geospatial Big Data. AGIS, pp. 45ā58. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-65993-0_4
James, W.: Principles of Psychology, 2nd edn. Holt, New York (1939)
Kowalczuk, Z., Czubenko, M.: Computational approaches to modeling artificial emotion - an overview of the proposed solutions 3. https://www.frontiersin.org/articles/10.3389/frobt.2016.00021
Lam, K.K.F., Johnston, J.M.: Depression and health-seeking behaviour among migrant workers in Shenzhen 61(4), 350ā357. https://doi.org/10.1177/0020764014544767
LeDoux, J.E.: The emotional brain: the mysterious underspinnings of emotional life. Simon & Schuster Paperbacks, 16th print edn. OCLC: 605049863
LeDoux, J.E., Brown, R.: A higher-order theory of emotional consciousness 114(10), E2016āE2025. https://doi.org/10.1073/pnas.1619316114, https://www.pnas.org/doi/10.1073/pnas.1619316114. Publisher: Proceedings of the National Academy of Sciences
Mehrabian, A.: Pleasure-arousal-dominance: a general framework for describing and measuring individual differences in temperament. Curr. Psychol. J. Diverse Perspect. Diverse Psychol. Issues 14, 261ā292 (1996)
Meyer, S.R., Decker, M.R., Tol, W.A., Abshir, N., Mar, A.A., Robinson, W.C.: Workplace and security stressors and mental health among migrant workers on the Thailand-Myanmar border 51(5), 713ā723. https://doi.org/10.1007/s00127-015-1162-7
Nallur, V., Cardozo, N., Clarke, S.: Clonal plasticity: a method for decentralized adaptation in multi-agent systems. In: Proceedings of the 11th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, pp. 122ā128. ACM. https://doi.org/10.1145/2897053.2897067. https://dl.acm.org/doi/10.1145/2897053.2897067
Nallur, V., OāToole, E., Cardozo, N., Clarke, S.: Algorithm diversity: a mechanism for distributive justice in a socio-technical MAS. In: Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, pp. 420ā428 (2016)
Nussbaum, M.C.: Creating Capabilities: The Human Development Approach, Reprint edition. Harvard University Press, Cambridge (2014)
Ortony, A., Clore, G.L., Collins, A.: The Cognitive Structure of Emotions. Cambridge University Press, Cambridge (1988)
Panksepp, J.: Neurologizing the psychology of affects: how appraisal-based constructivism and basic emotion theory can coexist 2(3), 281ā296. https://doi.org/10.1111/j.1745-6916.2007.00045.x. Publisher: SAGE Publications Inc
Plutchik, R.: The nature of emotions: human emotions have deep evolutionary roots, a fact that may explain their complexity and provide tools for clinical practice 89(4), 344ā350. https://www.jstor.org/stable/27857503. Publisher: Sigma Xi, The Scientific Research Society
Schachter, S., Singer, J.: Cognitive, social and physiological determinants of emotional states. Psychol. Rev. 69, 379ā399 (1962)
Sen, A.: Development as capability expansion. In: Readings in Human Development, pp. 2ā16. 1.1. Oxford University Press
Shaver, P., Schwartz, J., Kirson, D., Oāconnor, C.: Emotion knowledge: further exploration of a prototype approach. J. Pers. Soc. Psychol. 52(6), 1061 (1987)
Smith, C.A., Lazarus, R.S.: Emotion and adaptation. In: Pervin, L.A. (ed.) Handbook of Personality: Theory and Research, pp. 609ā637. The Guilford Press, New York (1990)
Sokolowski, J.A., Banks, C.M.: A methodology for environment and agent development to model population displacement. In: Proceedings of the 2014 Symposium on Agent Directed Simulation, ADS 2014, pp. 1ā11. Society for Computer Simulation International (2014)
Song, H., Elgammal, A., Nallur, V., Chauvel, F., Fleurey, F., Clarke, S.: On architectural diversity of dynamic adaptive systems. In: 2015 IEEE/ACM 37th IEEE International Conference on Software Engineering, vol. 2, pp. 595ā598. https://doi.org/10.1109/ICSE.2015.201. tex.organization: IEEE
Susanto, Y., Livingstone, A.G., Ng, B.C., Cambria, E.: The hourglass model revisited 35(5), 96ā102. https://doi.org/10.1109/MIS.2020.2992799. https://ieeexplore.ieee.org/document/9237283/
VanhĆ©e, L., Jeanpierre, L., Mouaddib, A.I.: Anxiety-sensitive planning: from formal foundations to algorithms and applications 32, 730ā740. https://doi.org/10.1609/icaps.v32i1.19863. https://ojs.aaai.org/index.php/ICAPS/article/view/19863
Warnke, T., Reinhardt, O., Klabunde, A., Willekens, F., Uhrmacher, A.M.: Modelling and simulating decision processes of linked lives: an approach based on concurrent processes and stochastic race 71, 69ā83. https://doi.org/10.1080/00324728.2017.1380960
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
Ā© 2024 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Nallur, V. (2024). Anxiety Among Migrants - Questions forĀ Agent Simulation. In: Amigoni, F., Sinha, A. (eds) Autonomous Agents and Multiagent Systems. Best and Visionary Papers. AAMAS 2023. Lecture Notes in Computer Science(), vol 14456. Springer, Cham. https://doi.org/10.1007/978-3-031-56255-6_8
Download citation
DOI: https://doi.org/10.1007/978-3-031-56255-6_8
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-56254-9
Online ISBN: 978-3-031-56255-6
eBook Packages: Computer ScienceComputer Science (R0)