What difference reveals about similarity

Eyal Sagi*, Dedre Gentner, Andrew Lovett

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

31 Scopus citations

Abstract

Detecting that two images are different is faster for highly dissimilar images than for highly similar images. Paradoxically, we showed that the reverse occurs when people are asked to describe how two images differ-that is, to state a difference between two images. Following structure-mapping theory, we propose that this disassociation arises from the multistage nature of the comparison process. Detecting that two images are different can be done in the initial (local-matching) stage, but only for pairs with low overlap; thus, "different" responses are faster for low-similarity than for high-similarity pairs. In contrast, identifying a specific difference generally requires a full structural alignment of the two images, and this alignment process is faster for high-similarity pairs. We described four experiments that demonstrate this dissociation and show that the results can be simulated using the Structure-Mapping Engine. These results pose a significant challenge for nonstructural accounts of similarity comparison and suggest that structural alignment processes play a significant role in visual comparison.

Original languageEnglish (US)
Pages (from-to)1019-1050
Number of pages32
JournalCognitive Science
Volume36
Issue number6
DOIs
StatePublished - Aug 2012

Keywords

  • Alignable differences
  • Perceptual comparison
  • Same-different judgments
  • Structural alignment
  • Structure-mapping

ASJC Scopus subject areas

  • Experimental and Cognitive Psychology
  • Cognitive Neuroscience
  • Artificial Intelligence

Fingerprint Dive into the research topics of 'What difference reveals about similarity'. Together they form a unique fingerprint.

Cite this