Expertise, Text Coherence, and Constraint Satisfaction: Effects on Harmony and Settling Rate

Abstract

This paper reports four experiments showing that 27 experts' mental representations had significantly higher harmony and faster settling rates than 652 novices when activation was spread through the representations in a simulation of thinking; that when coherent texts were read by novices, they produced mental representations with significantly higher harmony and faster settling rates than less coherent texts; and that novices whose representations matched the experts' mental representations had significantly higher harmony and faster settling rates. The results were found for declarative experts in history and procedural experts in literary interpretation, for Dutch and American experts, for novice groups including U.S. Air Force recruits and U.S. and Dutch undergraduates, and for both history texts and literary texts. These results were consistent with our hypothesis that the quality of a person's prior knowledge determines the harmony and settling rates of their representations and that these can be measured by simulating the spread of activation through the person's mental representation of a subject matter domain. Harmony may also be used as a metacognitive signal.

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Document Details

Document Type
Technical Report
Publication Date
Mar 08, 1993
Accession Number
ADA262703

Entities

People

  • Bruce K. Britton
  • F. J. Eisenhart

Organizations

  • University of Georgia

Tags

Communities of Interest

  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Air Force
  • Artificial Intelligence
  • Behavioral Research
  • Comprehension
  • Computer Programs
  • Electronic Mail
  • Hypotheses
  • Language
  • Literature
  • Materials
  • Military Research
  • Psychological Phenomena And Processes
  • Psychology
  • Simulations
  • Thinking
  • Universities

Readers

  • Artificial Intelligence
  • Marine Ecotoxicology
  • Military History of the United States in the 20th Century.