Abstract
A wealth of empirical studies have demonstrated that analogous situations are seldom retrieved from memory unless they share similar elements with the target situation being processed. These competence limitations lie at the core of the problem of inert knowledge, that is, students’ difficulties for applying their knowledge to contents and in contexts different from those of the original learning. The present chapter begins by reviewing instructional interventions aimed at facilitating subsequent retrieval of learning contents by means of disembedding their structural features from irrelevant, domain-specific information. While a first generation of studies suggested that explicit comparisons between two analogous situations were crucial for eliciting more abstract representations during initial learning, later studies pointed to alternative means of inducing this kind of transfer-appropriate representations. Next, we review psychological explanations for the beneficial effect of abstracting source analogs, and describe how this finding could be accommodated within extant computational models of similarity-based retrieval. We conclude by discussing the possibilities and limitations of the source-encoding approach for being applied to educational settings.
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References
Baddeley, A., Eysenck, M. W., & Anderson, M. C. (2015). Memory (2nd ed.). New York: Psychology Press.
Bernardo, A. B. I. (2001). Analogical problem construction and transfer in mathematical problem solving. Educational Psychology, 21, 137–150.
Brown, A. L., & Kane, M. J. (1988). Preschool children can learn to transfer: Learning to learn and learning from example. Cognitive Psychology, 20, 493–523.
Brown, A. L., Kane, M. J., & Echols, C. H. (1986). Young children’s mental models determine analogical problems with a common goal structure. Cognitive Development, 1, 103–121.
Catrambone, R., & Holyoak, K. J. (1989). Overcoming contextual limitations on problem-solving transfer. Journal of Experimental Psychology: Learning, Memory, and Cognition, 15, 1147–1156.
Clement, C., Mawby, R., & Giles, D. (1994). The effects of manifest relational similarity on analog retrieval. Journal of Memory and Language, 33, 396–420.
Forbus, K., Gentner, D., & Law, K. (1995). MAC/FAC: A model of similarity-based retrieval. Cognitive Science, 19, 141–204.
Gentner, D., & Kurtz, K. J. (2005). Relational categories. In W. K. Ahn, R. L. Goldstone, B. C. Love, A. B. Markman, & P. W. Wolff (Eds.), Categorization inside and outside the laboratory: Essays in honor of Douglas L. Medin (pp. 151–175). Washington, DC: American Psychological Association.
Gentner, D., Loewenstein, J., & Thompson, L. (2003). Learning and transfer: A general role for analogical encoding. Journal of Educational Psychology, 95(2), 393–408.
Gentner, D., Loewenstein, J., Thompson, L., & Forbus, K. (2009). Reviving inert knowledge: Analogical abstraction supports relational retrieval of past events. Cognitive Science, 3, 1343–1382.
Gentner, D., Levine, S. C., Dhillon, S., Ping, R., Bradley, C., Isaia, A., et al. (2016). Rapid learning in a children’s museum via analogical comparison. Cognitive Science, 40(1), 224–240.
Gentner, D., Rattermann, M. J., & Forbus, K. D. (1993). The roles of similarity in transfer: Separating retrievability from inferential soundness. Cognitive Psychology, 25, 431–467.
Gick, M. L., & Holyoak, K. J. (1980). Analogical problem solving. Cognitive Psychology, 12, 306–355.
Gick, M. L., & Holyoak, K. J. (1983). Schema induction and analogical transfer. Cognitive Psychology, 15, 1–38.
Goldstone, R. L., & Sakamoto, Y. (2003). The transfer of abstract principles governing complex adaptive systems. Cognitive Psychology, 46, 414–466.
Goldwater, M. B., Markman, A. B., & Stilwell, C. H. (2011). The empirical case for role-governed categories. Cognition, 118(3), 359–376.
Goldwater, M. B., & Schalk, L. (2016). Relational categories as a bridge between cognitive and educational research. Psychological Bulletin, 142(7), 729–757.
Hummel, J. E., & Holyoak, K. J. (1997). Distributed representations of structure: A theory of analogical access and mapping. Psychological Review, 104, 427–466.
Jamrozik, A., & Gentner, D. (2020). Relational labeling unlocks inert knowledge. Cognition, 196, 104–146.
Kurtz, K. J., & Gentner, D. (2013). Detecting anomalous features in complex stimuli: The role of structured comparison. Journal of Experimental Psychology: Applied, 19(3), 219–232.
Kurtz, K. J., & Honke, G. (2019). 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.
Kurtz, K., & Loewenstein, J. (2007). Converging on a new role for analogy in problem solving and retrieval: When two problems are better than one. Memory & Cognition, 35, 334–341.
Kurtz, K. J., Miao, C., & Gentner, D. (2001). Learning by analogical bootstrapping. Journal of the Learning Sciences, 10(4), 417–446.
Loewenstein, J. (2010). How one’s hook is baited matters for catching an analogy. In B. H. Ross (Ed.), The psychology of learning and motivation: Advances in research and theory (Vol. 53, pp. 149–182). San Diego, CA: Elsevier.
Mandler, J. M., & Orlich, F. (1993). Analogical transfer: The roles of schema abstraction and awareness. Bulletin of the Psychonomic Society, 5, 485–487.
Markman, A. B. (1999). Knowledge representation. Mahwah, NJ: Lawrence Erlbaum Associates.
Markman, A. B., & Gentner, D. (1993). Structural alignment during similarity comparisons. Cognitive Psychology, 25, 431–467.
Markman, A., & Stilwell, C. (2001). Role-governed categories. Journal of Experimental and Theoretical Artificial Intelligence, 13, 329–358.
Medin, D. L., & Ross, B. H. (1989). The specific character of abstract thought: Categorization, problem-solving, and induction. In R. J. Sternberg (Ed.), Advances in the psychology of human intelligence (Vol. 5, pp. 189–223). Hillsdale, NJ: Erlbaum.
Olguin, V., Tavernini, M., Pacella, L., & Minervino, R. (2017). Analogical retrieval mediated by everyday schema-governed categories. Paper presented at Analogy 2017: The Fourth International Conference on Analogy, Paris.
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Trench, M., Minervino, R.A. (2020). Interventions to Enhance the Initial Encoding of Source Analogs. In: Distant Connections: The Memory Basis of Creative Analogy. SpringerBriefs in Psychology(). Springer, Cham. https://doi.org/10.1007/978-3-030-52545-3_5
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DOI: https://doi.org/10.1007/978-3-030-52545-3_5
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