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TitleFCategorization and Bayesian adjustment strategies

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u‰‰ŽÒFL. Elizabeth Crawford
       Assistant Professor of Psychology. University of Richmond, Department of Psychology.
               (https://psychology.richmond.edu/faculty/crawford.htm)

Abstract: Categorization can have paradoxical effects on memory. According to a Bayesian model, it can cause memories to be biased while also causing them to be more accurate.  The rationality of categorization depends on how well the category mirrors the actual distribution of objects in the environment.  This talk will present evidence that categories are learned out of direct experience with objects, that they capture feature correlations within object distributions, and that they are used to adjust memories of individual objects in a rational Bayesian manner.

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Crawford, L.E. & Cacioppo, J.T. (2002). Learning where to look for danger: Integrating affective and spatial information. Psychological Science, 13(5) 449-453.

Crawford, L. E., Regier, T., & Huttenlocher, J. (2000). Linguistic and non-linguistic spatial categorization. Cognition,73(5), 209-235.

Crawford, L.E., Huttenlocher, J, & Engebretson, P.H. (2000). Category effects on estimates of stimuli: Perception or reconstruction? Psychological Science, 11(4), 284-288.