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The triangle inequality constraint in similarity judgments

Yearsley, J. M., Barque-Duran, A., Scerrati, E., Hampton, J. A. and Pothos, E. M. (2017). The triangle inequality constraint in similarity judgments. Progress in Biophysics and Molecular Biology, doi: 10.1016/j.pbiomolbio.2017.03.005

Abstract

Since Tversky's (1977) seminal investigation, the triangle inequality, along with symmetry and minimality, have had a central role in investigations of the fundamental constraints on human similarity judgments. The meaning of minimality and symmetry in similarity judgments has been straightforward, but this is not the case for the triangle inequality. Expressed in terms of dissimilarities, and assuming a simple, linear function between dissimilarities and distances, the triangle inequality constraint implies that human behaviour should be consistent with Dissimilarity (A,B) + Dissimilarity (B,C) ≥ Dissimilarity (A,C), where A, B, and C are any three stimuli. We show how we can translate this constraint into one for similarities, using Shepard's (1987) generalization law, and so derive the multiplicative triangle inequality for similarities, Sim(A,C)≥Sim(A,B)(dot operator)Sim(B,C) where 0≤Sim(x,y)≤1. Can humans violate the multiplicative triangle inequality? An empirical demonstration shows that they can.

Publication Type: Article
Publisher Keywords: Similarity; Triangle inequality; Shepard's generalization law; Quantum theory
Subjects: B Philosophy. Psychology. Religion > BF Psychology
Departments: School of Arts & Social Sciences > Psychology
URI: http://openaccess.city.ac.uk/id/eprint/17303
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