Cognitive Science · 1981 · 5.2K citations · 13 references
EducationPhysicsPsychologyCognitive PsychologyKnowledge RepresentationPhysics EducationCategorization DevelopmentPhysics ConceptsProblem RepresentationProblem SolvingProblem-solving StrategiesScientific RepresentationCategory SpecificityConceptual Knowledge RepresentationExpert-novice Differences In RepresentationExpert-novice Knowledge ComparisonExpert-novice LearningPhysics Conceptual LearningPhysics Content KnowledgePhysics Problem Solving
The representation of physics problems in relation to the organization of physics knowledge is investigated in experts and novices. Four experiments examine (a) the existence of problem categories as a basis for representation; (b) differences in the categories used by experts and novices; (c) differences in the knowledge associated with the categories; and (d) features in the problems that contribute to problem categorization and representation. Results from sorting tasks and protocols reveal that experts and novices begin their problem representations with specifiably different problem categories, and completion of the representations depends on the knowledge associated with the categories. For, the experts initially abstract physics principles to approach and solve a problem representation, whereas novices base their representation and approaches on the problem's literal features.
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Nick Axten, Allen Newell, Herbert A. Simon · Contemporary Sociology A Journal of Reviews · 1973 · 6.9K citations
William G. Chase, Herbert A. Simon · Cognitive Psychology · 1973 · 4.4K citations
Expert and Novice Performance in Solving Physics Problems
John McDermott, Dorothea P. Simon, Herbert A. Simon · Science · 1980 · 2.1K citations
The understanding process: Problem isomorphs
Herbert A. Simon, John R. Hayes · Cognitive Psychology · 1976 · 376 citations