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Modeling Cross-Cultural Performance on the Visual Oddity Task

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Spatial Cognition VI. Learning, Reasoning, and Talking about Space (Spatial Cognition 2008)

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Abstract

Cognitive simulation offers a means of more closely examining the reasons for behavior found in psychological studies. This paper describes a computational model of the visual oddity task, in which individuals are shown six images and asked to pick the one that doesn’t belong. We show that the model can match performance by participants from two cultures: Americans and the Mundurukú. We use ablation experiments on the model to provide evidence as to what factors might help explain differences in performance by the members of the two cultures.

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References

  1. Abravanel, E.: The Figure Simplicity of Parallel Lines. Child Development 48(2), 708–710 (1977)

    Article  Google Scholar 

  2. Appelle, S.: Perception and Discrimination as a Function of Stimulus Orientation: The Oblique Effect in Man and Animal. Psychological Bulletin 78, 266–278 (1972)

    Article  Google Scholar 

  3. Bhatt, R., Hayden, A., Reed, A., Bertin, E., Joseph, J.: Infants’ Perception of Information along Object Boundaries: Concavities versus Convexities. Experimental Child Psychology 94, 91–113 (2006)

    Article  Google Scholar 

  4. Biederman, I.: Recognition-by-Components: A Theory of Human Image Understanding. Psychological Review 94, 115–147 (1987)

    Article  Google Scholar 

  5. Croft, D., Thagard, P.: Dynamic Imagery: A Computational Model of Motion and Visual Analogy. In: Magnani, L., Nersessian, N. (eds.) Model-based Reasoning: Science, Technology, Values, pp. 259–274. Kluwer/Plenum (2002)

    Google Scholar 

  6. Davies, J., Goel, A.K.: Visual Analogy in Problem Solving. In: Proceedings of the International Joint Conference on Artificial Intelligence, pp. 377–382 (2001)

    Google Scholar 

  7. Dehaene, S., Izard, V., Pica, P., Spelke, E.: Core Knowledge of Geometry in an Amazonian Indigene Group. Science 311, 381–384 (2006)

    Article  MathSciNet  Google Scholar 

  8. Falkenhainer, B., Forbus, K., Gentner, D.: The Structure-Mapping Engine. In: Proceedings of the Fifth National Conference on Artificial Intelligence (1986)

    Google Scholar 

  9. Ferguson, R.W.: MAGI: Analogy-Based Encoding Using Regularity and Symmetry. In: Proceedings of the 16th Annual Conference of the Cognitive Science Society, pp. 283–288 (1994)

    Google Scholar 

  10. Forbus, K., Oblinger, D.: Making SME Greedy and Pragmatic. In: Proceedings of the Cognitive Science Society (1990)

    Google Scholar 

  11. Forbus, K., Ferguson, R., Usher, J.: Towards a Computational Model of Sketching. In: Proceedings of the 2001 Conference on Intelligent User Interfaces (IUI-2001) (2001)

    Google Scholar 

  12. Forbus, K., Lockwood, K., Klenk, M., Tomai, E., Usher, J.: Open-Domain Sketch Understanding: The nuSketch Approach. In: AAAI Fall Symposium on Making Pen-based Interaction Intelligent and Natural (2004)

    Google Scholar 

  13. Forbus, K., Usher, J., Lovett, A., Wetzel, J.: CogSketch: Open-Domain Sketch Understanding for Cognitive Science Research and for Education. In: Proceedings of the Eurographics Workshop on Sketch-Based Interfaces and Modeling (2008)

    Google Scholar 

  14. Gentner, D.: Structure-Mapping: A Theoretical Framework for Analogy. Cognitive Science 7(2), 155–170 (1983)

    Article  Google Scholar 

  15. Gentner, D., Markman, A.B.: Structure Mapping in Analogy and Similarity. American Psychologist 52, 42–56 (1997)

    Google Scholar 

  16. Gentner, D., Loewenstein, J.: Relational Language and Relational Thought. In: Amsel, E., Byrnes, J.P. (eds.) Language, Literacy, and Cognitive Development: The Development and Consequences of Symbolic Communication. Lawrence Erlbaum Associates, Mahwah (2002)

    Google Scholar 

  17. Huttenlocher, J., Hedges, L.V., Duncan, S.: Categories and Particulars: Prototype Effects in Estimating Location. Psychological Review 98(3), 352–376 (1991)

    Article  Google Scholar 

  18. Kuehne, S., Forbus, K., Gentner, D., Quinn, B.: SEQL: Category Learning as Progressive Abstraction Using Structure Mapping. In: Proceedings of the 22nd Annual Meeting of the Cognitive Science Society (2000)

    Google Scholar 

  19. Lovett, A., Gentner, D., Forbus, K.: Simulating Time-Course Phenomena in Perceptual Similarity via Incremental Encoding. In: Proceedings of the 28th Annual Meeting of the Cognitive Science Society (2006)

    Google Scholar 

  20. Lovett, A., Forbus, K., Usher, J.: Analogy with Qualitative Spatial Representations Can Simulate Solving Raven’s Progressive Matrices. In: Proceedings of the 29th Annual Conference of the Cognitive Society (2007)

    Google Scholar 

  21. Lovett, A., Sagi, E., Gentner, D.: Analogy as a Mechanism for Comparison. In: Proceedings of Analogies: Integrating Multiple Cognitive Abilities (2007)

    Google Scholar 

  22. Markman, A.B., Gentner, D.: Commonalities and Differences in Similarity Comparisons. Memory & Cognition 24(2), 235–249 (1996)

    Google Scholar 

  23. Mitchell, M.: Analogy-making as Perception: A Computer Model. MIT Press, Cambridge (1993)

    Google Scholar 

  24. Palmer, S.E.: Hierarchical Structure in Perceptual Representation. Cognitive Psychology 9(4), 441–474 (1977)

    Article  Google Scholar 

  25. Tomai, E., Lovett, A., Forbus, K., Usher, J.: A Structure Mapping Model for Solving Geometric Analogy Problems. In: Proceedings of the 27th Annual Conference of the Cognitive Science Society (2005)

    Google Scholar 

  26. Wertheimer, M.: Gestalt Theory. In: Ellis, W.D. (ed.) A Sourcebook of Gestalt Psychology, pp. 1–11. The Humanities Press, New York (1924/1950)

    Google Scholar 

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Christian Freksa Nora S. Newcombe Peter Gärdenfors Stefan Wölfl

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© 2008 Springer-Verlag Berlin Heidelberg

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Lovett, A., Lockwood, K., Forbus, K. (2008). Modeling Cross-Cultural Performance on the Visual Oddity Task. In: Freksa, C., Newcombe, N.S., Gärdenfors, P., Wölfl, S. (eds) Spatial Cognition VI. Learning, Reasoning, and Talking about Space. Spatial Cognition 2008. Lecture Notes in Computer Science(), vol 5248. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-87601-4_27

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  • DOI: https://doi.org/10.1007/978-3-540-87601-4_27

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-87600-7

  • Online ISBN: 978-3-540-87601-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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