Thoughts on Expertise

Abstract

Research on tasks in knowledge-rich domains including developmental studies , work in artificial intelligence, studies of expert/novice problem solving, and information-processing analyses of aptitude test tasks have provided increased understanding of the nature of expertise. Particularly evident is the finding that structures of organized knowledge enable the cognitive processes characteristic of high levels of competence. This paper briefly reviews this research and lists a set of propositions that summarize conclusions from research as well as broader inferences and speculations. Keywords: Acquisition of expertise, Aptitude test performance, Artificial intelligence, Cognitive skill acquisition, Domain-specific problem acquisition, Expert/novice problem solving, Heuristics, Metacognitive abilities.

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Document Details

Document Type
Technical Report
Publication Date
May 01, 1985
Accession Number
ADA157394

Entities

People

  • R. Glaser

Organizations

  • University of Pittsburgh

Tags

Communities of Interest

  • Biomedical
  • Energy and Power Technologies
  • Human Systems
  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Acquisition
  • Artificial Intelligence
  • Behavior And Behavior Mechanisms
  • Cognition
  • Computer Science
  • Education
  • Educational Technology
  • Information Processing
  • Military Research
  • Pattern Recognition
  • Personnel Management
  • Psychological Tests
  • Psychology
  • Reasoning
  • Social Sciences
  • Thinking
  • Training

Fields of Study

  • Education

Readers

  • Artificial Intelligence
  • Psychometric Testing or Psychological Assessment.

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy