Spontaneous Discovery and Use of Categorical Structure.

Abstract

The research project had as its goal the conduct of several experiments to examine people's ability to spontaneously classify and organize a large database of examples when no external tutor is there to inform them of the optimal organization. Throughout several experiments, we developed and tested three different, indirect measures of people's category learning. One set of those experiments led to a report published in the Journal of Experimental Psychology: Learning, Memory and Cognition. Copies of that published paper are enclosed. In addition, further experiments were conducted which yielded useful confirmatory results. These results have been written up and submitted for publication. The period of the grant extended without cost to October 15, 1994 to enable the writing of these papers. A summary of the papers is enclosed. This is the final report on the project.

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Document Details

Document Type
Technical Report
Publication Date
Dec 15, 1994
Accession Number
ADA290162

Entities

People

  • Gordon H. Bower
  • John P. Clapper

Organizations

  • Stanford University

Tags

Communities of Interest

  • Biomedical

DTIC Thesaurus Topics

  • Air Force
  • Artificial Intelligence
  • Cognition
  • Cognitive Science
  • Computers
  • Data Science
  • Databases
  • Digital Information
  • Experimental Design
  • Information Processing
  • Information Science
  • Machine Learning
  • Pattern Recognition
  • Psychology
  • Self Organizing Systems
  • Supervised Machine Learning
  • Unsupervised Machine Learning

Readers

  • Artificial Intelligence
  • Technical Research and Report Writing.