Literature DB >> 23915087

A quantum geometric model of similarity.

Emmanuel M Pothos1, Jerome R Busemeyer, Jennifer S Trueblood.   

Abstract

No other study has had as great an impact on the development of the similarity literature as that of Tversky (1977), which provided compelling demonstrations against all the fundamental assumptions of the popular, and extensively employed, geometric similarity models. Notably, similarity judgments were shown to violate symmetry and the triangle inequality and also be subject to context effects, so that the same pair of items would be rated differently, depending on the presence of other items. Quantum theory provides a generalized geometric approach to similarity and can address several of Tversky's main findings. Similarity is modeled as quantum probability, so that asymmetries emerge as order effects, and the triangle equality violations and the diagnosticity effect can be related to the context-dependent properties of quantum probability. We so demonstrate the promise of the quantum approach for similarity and discuss the implications for representation theory in general. PsycINFO Database Record (c) 2013 APA, all rights reserved.

Mesh:

Year:  2013        PMID: 23915087     DOI: 10.1037/a0033142

Source DB:  PubMed          Journal:  Psychol Rev        ISSN: 0033-295X            Impact factor:   8.934


  9 in total

1.  Conjunction illusions and conjunction fallacies in episodic memory.

Authors:  C J Brainerd; Robyn E Holliday; Koyuki Nakamura; Valerie F Reyna
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2014-06-09       Impact factor: 3.051

2.  How Reasoning, Judgment, and Decision Making are Colored by Gist-based Intuition: A Fuzzy-Trace Theory Approach.

Authors:  Jonathan C Corbin; Valerie F Reyna; Rebecca B Weldon; Charles J Brainerd
Journal:  J Appl Res Mem Cogn       Date:  2015-12-01

Review 3.  Growing evidence for separate neural mechanisms for attention and consciousness.

Authors:  Alexander Maier; Naotsugu Tsuchiya
Journal:  Atten Percept Psychophys       Date:  2020-10-09       Impact factor: 2.199

4.  Quantum probability theory as a common framework for reasoning and similarity.

Authors:  Jennifer S Trueblood; Emmanuel M Pothos; Jerome R Busemeyer
Journal:  Front Psychol       Date:  2014-04-11

5.  Quantum-Like Bayesian Networks for Modeling Decision Making.

Authors:  Catarina Moreira; Andreas Wichert
Journal:  Front Psychol       Date:  2016-01-26

6.  Measures of Neural Similarity.

Authors:  S Bobadilla-Suarez; C Ahlheim; A Mehrotra; A Panos; B C Love
Journal:  Comput Brain Behav       Date:  2019-12-02

7.  Beyond two modes of thought: A quantum model of how three cognitive variables yield conceptual change.

Authors:  Mika Winslow; Liane Gabora
Journal:  Front Psychol       Date:  2022-09-27

8.  Revisiting Tversky's diagnosticity principle.

Authors:  Ellen R K Evers; Daniël Lakens
Journal:  Front Psychol       Date:  2014-08-12

9.  Progress and current challenges with the quantum similarity model.

Authors:  Emmanuel M Pothos; Albert Barque-Duran; James M Yearsley; Jennifer S Trueblood; Jerome R Busemeyer; James A Hampton
Journal:  Front Psychol       Date:  2015-02-25
  9 in total

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