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Single-system models and interference in category learning: Commentary on Waldron and Ashby (2001)
Authors:Robert?M.?Nosofsky  author-information"  >  author-information__contact u-icon-before"  >  mailto:nosofsky@indiana.edu"   title="  nosofsky@indiana.edu"   itemprop="  email"   data-track="  click"   data-track-action="  Email author"   data-track-label="  "  >Email author,John?K.?Kruschke
Affiliation:Department of Psychology, Indiana University, Bloomington 47405, USA. nosofsky@indiana.edu
Abstract:In a recent article, Waldron and Ashby (2001) observed that performing a concurrent task caused greater interference in learning a simple one-dimensional categorization rule than in learning a complex three-dimensional one. They argued that this result was incompatible with all existing single-system models of category learning but was as predicted by the multiple-system COVIS model (Ashby, Alfonso-Reese, Turken, & Waldron, 1998). In contrast to Waldron and Ashby’s argument, we demonstrate that the single-system ALCOVE model (Kruschke, 1992) naturally predicts the result by assuming that its selectiveattention learning process is disrupted by the concurrent task.
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