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Relations, objects, and the composition of analogies.

Dedre Gentner1, Kenneth J Kurtz

  • 1Northwestern UniversityState University of New York at Binghamton.

Cognitive Science
|June 28, 2011
PubMed
Summary
This summary is machine-generated.

Relational matches are key for analogical reasoning, even when concepts aren't identical. Object matches play a lesser role in analogy but are more important for literal similarity judgments.

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Area of Science:

  • Cognitive Psychology
  • Psycholinguistics
  • Computational Linguistics

Background:

  • Theoretical models emphasize relational matching in analogical reasoning.
  • Empirical evidence for the primacy of relational match in analogy is limited and inconsistent.

Purpose of the Study:

  • To investigate the role of object versus relational matches in determining analogical relatedness.
  • To examine whether analogy requires strict identity of relational concepts.
  • To compare determinants of analogical acceptance versus literal similarity.

Main Methods:

  • Three online studies evaluated sentence pairs varying in object or relational match.
  • Participants rated relatedness for analogical acceptance and similarity.
  • Response times were recorded to assess processing demands.

Main Results:

  • Relational matches consistently drove analogical acceptance.
  • Analogy accepted semantically overlapping, non-synonymous relations, albeit with increased processing time.
  • Object matches received more weight in similarity judgments compared to analogical judgments.

Conclusions:

  • Relational alignment is the primary driver of analogical reasoning.
  • Analogy is flexible regarding the precise semantic form of relations.
  • Distinctions in feature weighting differentiate analogical and similarity judgments, informing cognitive theories.