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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 7580))

Abstract

We introduce an agent-based model of the communication of stereotype-relevant communication. The model takes into account that the communication of information related to a particular stereotype is governed by the actual and the perceived sharedness of this stereotype. To this end, agents in this model are capable of representing which stereotype-relevant information their communication partners hold. We estimate the parameters of this model with empirical data. The model is a step towards an understanding of how stereotypes are formed and maintained during inter-personal communication as a function of factors such as the social network that underlies this communication.

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References

  1. Bartlett, F.C.: Remembering: A study in experimental and social psychology. Cambridge University Press, Cambridge (1932)

    Google Scholar 

  2. Beaumont, M.: Approximate bayesian computation in evolution and ecology. Annual Review of Ecology, Evolution, and Systematics 41(1), 379–406 (2010)

    Article  Google Scholar 

  3. Bench-Capon, T.J.M., Dunne, P.E.: Argumentation in artificial intelligence. Artificial Intelligence 171(10-15), 619–641 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  4. Brauer, M., Judd, C.M., Jacquelin, V.: The communication of social stereotypes: The effects of group discussion and information distribution on stereotypic appraisals. Journal of Personality and Social Psychology 81(3), 463–475 (2001)

    Article  Google Scholar 

  5. Caporale, G.M., Serguieva, A., Wu, H.: Financial contagion: Evolutionary optimisation of a multinational agent-based model. CESifo Working Paper Series 2444, CESifo Group Munich (2008)

    Google Scholar 

  6. Cohen, P.R., Levesque, H.J.: Rational interaction as the basis for communication. In: Cohen, P.R., Morgan, J., Pollack, M.E. (eds.) Intentions in Communication, ch. 12, pp. 221–256. MIT Press, Cambridge (1990)

    Google Scholar 

  7. Duboz, R., Versmisse, D., Travers, M., Ramat, E., Shin, Y.: Application of an evolutionary algorithm to the inverse parameter estimation of an individual-based model. Ecological Modelling 221(5), 840–849 (2010)

    Article  Google Scholar 

  8. Eiben, A.E., Smith, J.E.: Introduction to Evolutionary Computing. Springer, Heidelberg (2003)

    MATH  Google Scholar 

  9. Gilbert, N.: Agent-based models. Sage Publications, London (2008)

    Google Scholar 

  10. Grice, H.P.: Logic and conversation. In: Cole, P., Morgan, J.L. (eds.) Syntax and Semantics 3: Speech Acts. Academic Press, New York (1975)

    Google Scholar 

  11. Heppenstall, A.J., Evans, A.J., Birkin, M.H.: Genetic algorithm optimisation of an agent-based model for simulating a retail market. Environment and Planning B: Planning and Design 34(6), 1051–1070 (2007)

    Article  Google Scholar 

  12. Kurz, T., Lyons, A.: Intergroup influences on the stereotype consistency bias in communication: Does it matter who we are communicating about and to whom we are communicating? Social Cognition 27(6), 893–904 (2009)

    Article  Google Scholar 

  13. Lyons, A., Clark, A., Kashima, Y., Kurz, T.: Cultural dynamics of stereotypes: Social network processes and the perpetuation of stereotypes. In: Kashima, Y., Fieldler, K., Freytag, P. (eds.) Stereotype Dynamics: Language-Based Approaches to the Formation, Maintenance, and Transformation of Stereotypes, pp. 59–92. Lawrence Erlbaum Associates (2007)

    Google Scholar 

  14. Lyons, A., Kashima, Y.: How are stereotypes maintained through communication? The influence of stereotype sharedness. Journal of Personality and Social Psychology 85(6), 989–1005 (2003)

    Article  Google Scholar 

  15. McClelland, J.L.: Explorations in Parallel Distributed Processing: A Handbook of Models, Programs, and Exercises, 2nd edn. (2011)

    Google Scholar 

  16. Queller, S., Smith, E.R.: Subtyping versus bookkeeping in stereotype learning and change: Connectionist simulations and empirical findings. Journal of Personality and Social Psychology 82(3), 300–313 (2002)

    Article  Google Scholar 

  17. Rogers, T.T., Lambon Ralph, M.A., Garrard, P., Bozeat, S., McClelland, J.L., Hodges, J.R., Patterson, K.: The structure and deterioration of semantic memory: A neuropsychological and computational investigation. Psychological Review 111, 205–235 (2004)

    Article  Google Scholar 

  18. Rumelhart, D.E., McClelland, J.L.: the PDP Research Group: Parallel Distributed Processing. MIT Press, Cambridge (1986)

    Google Scholar 

  19. Smith, E.R.: What do connectionism and social psychology offer each other? Journal of Personality and Social Psychology 70(5), 893–912 (1996)

    Article  Google Scholar 

  20. Smith, E.R.: Distributed connectionist models in social psychology. Social and Personality Psychology Compass 3(1), 64–76 (2009)

    Article  Google Scholar 

  21. Smith, E.R., DeCoster, J.: Knowledge acquisition, accessibility, and use in person perception and stereotyping: Simulation with a recurrent connectionist network. Journal of Personality and Social Psychology 74(1), 21–35 (1998)

    Article  Google Scholar 

  22. Stangor, C.: The study of stereotyping, prejudice, and discrimination within social psychology: A quick history of theory and research. In: Nelson, T. (ed.) Handbook of Prejudice, Stereotyping, and Discrimination, ch. 1, pp. 1–22. Psychology Press (2009)

    Google Scholar 

  23. Stephan, W.G., Ybarra, O., Morrison, K.R.: Intergroup threat theory. In: Nelson, T. (ed.) Handbook of Prejudice, Stereotyping, and Discrimination, ch. 3, pp. 43–59. Psychology Press (2009)

    Google Scholar 

  24. Van Overwalle, F., Heylighen, F.: Talking Nets: A multiagent connectionist approach to communication and trust between individuals. Psychological Review 113(3), 606–627 (2006)

    Article  Google Scholar 

  25. Van Rooy, D.: Modeling multidirectional, dynamic social influences in social networks. In: Anderssen, R.S., Braddock, R.D., Newham, L.T.H. (eds.) MODSIM 2009 International Congress on Modelling and Simulation (2009)

    Google Scholar 

  26. Van Rooy, D., Van Overwalle, F., Vanhoomissen, T., Labiouse, C., French, R.: A recurrent connectionist model of group biases. Psychological Review 110(3), 536–563 (2003)

    Article  Google Scholar 

  27. Wigboldus, D.H.J., Spears, R., Semin, G.R.: When do we communicate stereotypes? Influence of the social context on the linguistic expectancy bias. Group Processes & Intergroup Relations 8(3), 215–230 (2005)

    Article  Google Scholar 

  28. Williams, R.J., Zipser, D.: Gradient-based learning algorithms for recurrent networks and their computational complexity. In: Chauvin, Y., Rumelhart, D.E. (eds.) Back-propagation: Theory, Architectures and Applications. Lawrence Erlbaum Associates (1995)

    Google Scholar 

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Pfau, J., Kirley, M., Kashima, Y. (2012). An Agent-Based Model of Stereotype Communication. In: Cranefield, S., Song, I. (eds) Agent Based Simulation for a Sustainable Society and Multi-agent Smart Computing. PRIMA 2011. Lecture Notes in Computer Science(), vol 7580. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-35612-4_3

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  • DOI: https://doi.org/10.1007/978-3-642-35612-4_3

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-35611-7

  • Online ISBN: 978-3-642-35612-4

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