Exemplar theory

Exemplar theory is a proposal concerning the way humans categorize objects and ideas in psychology. It argues that individuals make category judgments by comparing new stimuli with instances already stored in memory. The instance stored in memory is the "exemplar". The new stimulus is assigned to a category based on the greatest number of similarities it holds with exemplars in that category. For example, the model proposes that people create the "bird" category by maintaining in their memory a collection of all the birds they have experienced: sparrows, robins, ostriches, penguins, etc. If a new stimulus is similar enough to some of these stored bird examples, the person categorizes the stimulus in the "bird" category.[1] Various versions of the exemplar theory have led to a simplification of thought concerning concept learning, because they suggest that people use already-encountered memories to determine categorization, rather than creating an additional abstract summary of representations.[2]

  1. ^ Nosofsky, R.M., Pothos, E.M., Wills, A.J. (2011). The Generalized Context Model: An Exemplar Model of Classification. Formal Approaches to Categorization, 18–39.
  2. ^ Cave, K. (2009). Prototype and exemplar theories of concepts [notes]. Retrieved from http://courses.umass.edu/psy315/prototype.html Archived 2015-05-02 at the Wayback Machine