Category Assignment Theory on Analogical Thinking: a Challenge to Structure Mapping Theory
DOI:
https://doi.org/10.46553/RPSI.18.36.2022.p7-26Keywords:
analogy, relational category, semantics, similarityAbstract
The dominant theory of analogical thinking since the 1980s is the structure mapping theory. In this paper, a new theory about reasoning by analogy is presented: the category assignment theory. It is argued that this theory is able to explain better than the first how a specific type of analogies are interpreted and evaluated, namely, those in which the facts compared constitute examples of a schema-governed category. The arguments presented are accompanied by brief descriptions of the studies that provided support for the new theory. The responses of the structure-mapping theory to the objections raised by the category proposal are discussed.
Downloads
References
Eliasmith, C., & Thagard, P. (2001). Integrating structure and meaning: a distributed model of analogical mapping, Cognitive Science, 25(2), 245-286. https://doi.org/10.1016/S0364-0213(01)00036-2
Falkenhainer, B., Forbus, K. D., & Gentner, D. (1989). The structure-mapping engine: Algorithm and examples. Artificial Intelligence, 41, 1-63. 10.1016/0004-3702(89)90077-5
Gentner, D. (1983). Structure-mapping: A theoretical framework for analogy. Cognitive Science, 7(2), 155–170. https://doi.org/10.1207/s15516709cog0702_3
Gentner, D. (1989). The mechanisms of analogical transfer. En S. Vosniadou & A. Ortony (Eds.), Similarity and Analogical Reasoning (pp. 199–242). London: Cambridge University Press.
Gentner, D. (2003). Why we are so smart. En D. Gentner y S. Goldin-Meadow (Eds.), Language in mind: Advances in the study of language and thought (pp.195-235). Cambridge, MA: MIT Press.
Gentner, D., Holyoak, K. J., & Kokinov, B. (Eds.). (2001). The analogical mind: Perspectives from cognitive science. Cambridge, MA: MIT Press.
Gentner, D., & Kurtz, K. J. (2005). Learning and using relational categories. En W. K. Ahn, R. L. Goldstone, B. C. Love, A. B. Markman & P. W. Wolff (Eds.), Categorization Inside and Outside the Laboratory (Vol. 43, pp. 151-175). Washington, DC: American Psychological Association.
Gentner, D., & Kurtz, K. (2006). Relations, objects, and the composition of analogies. Cognitive Science, 30(4), 609-642. 10.1207/s15516709cog0000_60
Gentner, D., & Markman, A. B. (1997). Structure mapping in analogy and similarity. American Psychologist, 52 (1), 45-56. https://doi.org/10.1037/0003-066X.52.1.45
Gentner, D. & Maravilla, F. (2018). Analogical reasoning. En L. J. Ball & V. A. Thompson (Eds.), International Handbook of Thinking & Reasoning (pp. 186-203). NY, NY: Psychology Press.
Gentner, D., & Smith, L. A. (2013). Analogical learning and reasoning. En D. Reisberg (Ed.), The Oxford handbook of Cognitive Psychology (pp. 668-681). New York, NY: Oxford University Press.
Goldwater, M. B., Markman, A. B, & Stilwell, C. H. (2010). The empirical case for role-governed categories. Cognition, 118(3), 359-376. https://doi.org/10.1016/j.cognition.2010.10.009
Hofstadter D. R., & FARG (1995). Fluid concepts and creative analogies: Computer models of the fundamental mechanisms of thought. New York: Basic Books.
Hofstadter, D. R., & Sander, E. (2013). Surfaces and essences: Analogy as the fuel and fire of thinking. New York: Basic Books.
Holyoak, K. J. (1984). Analogical thinking and human intelligence. En R. J. Sternberg (Ed.), Advances in the psychology of human intelligence (Vol. 2, pp. 199-230). Hillsdale, NJ: Erlbaum.
Holyoak, K. J. (2012). Analogy and relational reasoning. En K. J. Holyoak & R. G. Morrison (Eds.), The Oxford handbook of thinking and reasoning (pp. 234–259). New York: Oxford University Press.
Holyoak, K. J., Novick, L. R., & Melz, E. R. (1994). Component processes in analogical transfer: Mapping, pattern completion, and adaptation. En K. J. Holyoak & J. A. Barnden (Eds.), Advances in connectionist and neural computation theory (Vol. 2, pp. 1-27). Norwood, NJ: Ablex.
Holyoak, K. J., & Thagard, P. R. (1989). Analogical mapping by constraint satisfaction. Cognitive Science, 13(3), 295-355. 10.1207/s15516709cog1303_1
Holyoak, K. J., & Thagard, P. R. (1995). Mental leaps: Analogy in creative thought. Cambridge, MA: The MIT Press.
Hummel, J. E., & Holyoak, K. J. (1997). Distributed representations of structure: A theory of analogical access and mapping. Psychological Review, 104(3), 427-466. 10.1037/0033-295X.104.3.427
Hummel, J. E., & Holyoak, K. J. (2003). A symbolic-connectionist theory of relational inference and generalization. Psychological review, 110(2), 220-264. 10.1037/0033-295X.110.2.220
Kurtz K. J., & Honke G. (2020). Sorting out the problem of inert knowledge: Category construction to promote spontaneous transfer. Journal of Experimental Psychology. Learning, Memory and Cognition, 46(5), 803‐821. https://doi.org/10.1037/xlm0000750
Larkey, L. B., & Love B. C. (2003). CAB: Connectionist analogy builder. Cognitive Science, 27(5), 781–794. https://doi.org/10.1016/S0364-0213(03)00066-1
Markman, A. B., & Stilwell, C. (2001). Role-governed categories. Journal of Experimental & Theoretical Artificial Intelligence, 13(4), 329–358. https://doi.org/10.1080/09528130110100252
Martín, A., Gómez, A., & Minervino, R. (Agosto, 2015). El rol de los instrumentos y los lugares en la evaluación de calidad de una analogía. Trabajo presentado la XV Reunión de la Asociación Argentina de Ciencias del Comportamiento. Tucumán, Argentina.
Martín, A., Tavernini, M., Trench, M., & Minervino, R. (Agosto, 2013). The role of agent-patient relations in evaluating the quality of an analogy. Trabajo presentado en la Third International Conference on Analogy. Dijon, Francia.
Minervino, R. A., y Adrover, J. F. (2003). La teoría sintáctica y la teoría semántico-pragmática sobre el pensamiento por analogía: ¿constituyen verdaderamente enfoques alternativos? En D. A. Duarte y E. A. Rabossi (Comps.), Psicología cognitiva y filosofía de la mente (pp. 111-169). Alianza: Buenos Aires.
Minervino, R., Margni, A., Tavernini, & Trench, M. (en revisión). Analogical inferences mediated by relational Categories.
Minervino, R., Oberholzer, N., & Trench, M. (2013). Overall similarity overrides element similarity when evaluating the quality of analogies. Journal of Cognitive Science, 14 (3), 287-317 https://doi.org/10.17791/jcs.2013.14.3.287
Oberholzer, N., Trench, M., Kurtz, K. J., & Minervino, R. A. (2018). Analogies without commonalities? Evidence of re-representation via relational category activation. Frontiers in psychology, 9, 2441. https://doi.org/10.3389/fpsyg.2018.02441
Olguín, M. V., Tavernini L. M., Trench M., & Minervino, R. A. (2022). The effect of surface similarities on the retrieval of analogous daily-life events. Memory & Cognition. 10.3758/s13421-022-01279-1
Piaget, J., Montangero, J., & Billeter, J. B. (1980). La formación de los correlatos. En J. Piaget (Ed.), Investigaciones sobre la abstracción reflexionante (pp. 93-104). Buenos Aires: Huemul.
Popov, V., Pavlova, M., & Hristova, P. (2020). The internal structure of semantic relations: Effects of relational similarity and typicality. Advance online publication. https://doi.org/10.31234/osf.io/fqd4b
Raven, J. C. (1938). Progressive matrices: A perceptual test of intelligence, individual form. London: Lewis.
Raynal, L., Clément, E., & Sander, E. (2018). Structural similarity superiority in a free-recall reminding paradigm. En C. Kalish, M. Rau, T. Rogers, & J. Zhu (Eds.), Proceedings of the 40th Annual Meeting of the Cognitive Science Society (pp. 2327-2332). Austin, TX: Cognitive Science Society.
Rumelhart, D. E., & Norman, D. A. (1981). Analogical processes in learning. En J. R. Anderson (Ed.), Cognitive skills and their acquisition (pp. 335-361). Hillsdale, NJ: Erlbaum.
Salvucci, D. D., & Anderson, J. R. (2001). Integrating analogical mapping and general problem-solving: The path-mapping theory. Cognitive Science, 25(1):67-110. 10.1016/S0364-0213(00)00035-5
Spearman, C. (1927). The abilities of man. New York: Macmillan.
Sternberg, R. J. (1977). Intelligence, information processing, and analogical reasoning: The componential analysis of human abilities. Hillsdale, NJ: Erlbaum.
Tavernini, L. M. y Minervino R. A. (2019). La similitud de relaciones como un rasgo definitorio de las analogías: Un cuestionamiento desde el enfoque categorial. Psicodebate, 19 (1), 62-76. https://doi.org/10.18682/pd.v19i1.865
Tavernini, L. M., Trench, M., Olguín, V., & Minervino, R. A. (2017). Similarities between objects in analogies framed by schema-governed categories. En G. Gunzelmann, A. Howes, T. Tenbrink, & E. Davelaar (Eds.) Proceedings of the 39th Annual Meeting of the Cognitive Science Society (pp. 3296-3301). Cognitive Science Society.
Trench, M., & Minervino, R. A. (2020). Distant connections: The memory basis of creative analogy. New York: Springer.
Downloads
Published
How to Cite
Issue
Section
License