Skip to main content

Anxiety Among Migrants - Questions forĀ Agent Simulation

  • Conference paper
  • First Online:
Autonomous Agents and Multiagent Systems. Best and Visionary Papers (AAMAS 2023)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 14456))

Included in the following conference series:

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.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 49.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 64.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    Supported by the Irish Research Council via Grant COALESCE/2021/4.

  2. 2.

    A PPSN is a number that is allocated to every adult individual and is used for multiple purposes, from taxation to vaccination.

  3. 3.

    https://mesa.readthedocs.io.

  4. 4.

    But only about 9,500 immigrants have information on their positions.

  5. 5.

    https://github.com/viveknallur/cothrom-mabs-2023.git.

  6. 6.

    For wealth dimension, we define as satisfied if the migrantā€™s cumulative wealth values are greater than his/her half of annual salary.

References

  1. Aalto, A.M., et al.: Employment, psychosocial work environment and well-being among migrant and native physicians in Finnish health care 24(3), 445ā€“451. https://doi.org/10.1093/eurpub/cku021

  2. Barrett, L.F.: The theory of constructed emotion: an active inference account of interoception and categorization 12(1), 1ā€“23. https://doi.org/10.1093/scan/nsw154

  3. 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

  4. 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. 144ā€“157. Springer, Heidelberg (2012). https://doi.org/10.1007/978-3-642-34584-5_11

    ChapterĀ  Google ScholarĀ 

  5. 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), 1906ā€“1910. https://doi.org/10.1007/s10903-015-0219-8

  6. Ekman, P.: An argument for basic emotions. Cogn. Emot. 6(3), 169ā€“200 (1992)

    ArticleĀ  Google ScholarĀ 

  7. Gratch, J., Marsella, S.: A domain-independent framework for modeling emotion 5(4), 269ā€“306. https://doi.org/10.1016/j.cogsys.2004.02.002. https://www.sciencedirect.com/science/article/pii/S1389041704000142

  8. 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. 45ā€“58. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-65993-0_4

    ChapterĀ  Google ScholarĀ 

  9. James, W.: Principles of Psychology, 2nd edn. Holt, New York (1939)

    Google ScholarĀ 

  10. 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

  11. Lam, K.K.F., Johnston, J.M.: Depression and health-seeking behaviour among migrant workers in Shenzhen 61(4), 350ā€“357. https://doi.org/10.1177/0020764014544767

  12. LeDoux, J.E.: The emotional brain: the mysterious underspinnings of emotional life. Simon & Schuster Paperbacks, 16th print edn. OCLC: 605049863

    Google ScholarĀ 

  13. LeDoux, J.E., Brown, R.: A higher-order theory of emotional consciousness 114(10), E2016ā€“E2025. https://doi.org/10.1073/pnas.1619316114, https://www.pnas.org/doi/10.1073/pnas.1619316114. Publisher: Proceedings of the National Academy of Sciences

  14. 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, 261ā€“292 (1996)

    MathSciNetĀ  Google ScholarĀ 

  15. 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), 713ā€“723. https://doi.org/10.1007/s00127-015-1162-7

  16. 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. 122ā€“128. ACM. https://doi.org/10.1145/2897053.2897067. https://dl.acm.org/doi/10.1145/2897053.2897067

  17. Nallur, V., Oā€™Toole, 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. 420ā€“428 (2016)

    Google ScholarĀ 

  18. Nussbaum, M.C.: Creating Capabilities: The Human Development Approach, Reprint edition. Harvard University Press, Cambridge (2014)

    Google ScholarĀ 

  19. Ortony, A., Clore, G.L., Collins, A.: The Cognitive Structure of Emotions. Cambridge University Press, Cambridge (1988)

    BookĀ  Google ScholarĀ 

  20. Panksepp, J.: Neurologizing the psychology of affects: how appraisal-based constructivism and basic emotion theory can coexist 2(3), 281ā€“296. https://doi.org/10.1111/j.1745-6916.2007.00045.x. Publisher: SAGE Publications Inc

  21. 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), 344ā€“350. https://www.jstor.org/stable/27857503. Publisher: Sigma Xi, The Scientific Research Society

  22. Schachter, S., Singer, J.: Cognitive, social and physiological determinants of emotional states. Psychol. Rev. 69, 379ā€“399 (1962)

    ArticleĀ  Google ScholarĀ 

  23. Sen, A.: Development as capability expansion. In: Readings in Human Development, pp. 2ā€“16. 1.1. Oxford University Press

    Google ScholarĀ 

  24. Shaver, P., Schwartz, J., Kirson, D., Oā€™connor, C.: Emotion knowledge: further exploration of a prototype approach. J. Pers. Soc. Psychol. 52(6), 1061 (1987)

    ArticleĀ  Google ScholarĀ 

  25. Smith, C.A., Lazarus, R.S.: Emotion and adaptation. In: Pervin, L.A. (ed.) Handbook of Personality: Theory and Research, pp. 609ā€“637. The Guilford Press, New York (1990)

    Google ScholarĀ 

  26. 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. 1ā€“11. Society for Computer Simulation International (2014)

    Google ScholarĀ 

  27. 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. 595ā€“598. https://doi.org/10.1109/ICSE.2015.201. tex.organization: IEEE

  28. Susanto, Y., Livingstone, A.G., Ng, B.C., Cambria, E.: The hourglass model revisited 35(5), 96ā€“102. https://doi.org/10.1109/MIS.2020.2992799. https://ieeexplore.ieee.org/document/9237283/

  29. VanhĆ©e, L., Jeanpierre, L., Mouaddib, A.I.: Anxiety-sensitive planning: from formal foundations to algorithms and applications 32, 730ā€“740. https://doi.org/10.1609/icaps.v32i1.19863. https://ojs.aaai.org/index.php/ICAPS/article/view/19863

  30. 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, 69ā€“83. https://doi.org/10.1080/00324728.2017.1380960

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Vivek Nallur .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

Ā© 2024 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

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)

Publish with us

Policies and ethics