A probabilistic model of theory formation

C Kemp, JB Tenenbaum, S Niyogi, TL Griffiths - Cognition, 2010 - Elsevier
Concept learning is challenging in part because the meanings of many concepts depend on
their relationships to other concepts. Learning these concepts in isolation can be difficult, but …

Beyond common features: The role of roles in determining similarity

M Jones, BC Love - Cognitive psychology, 2007 - Elsevier
Historically, accounts of object representation and perceived similarity have focused on
intrinsic features. Although more recent accounts have explored how objects, scenes, and …

Analogy as a search procedure: a dimensional view

M Osta-Vélez, P Gärdenfors - Journal of Experimental & Theoretical …, 2024 - Taylor & Francis
In this paper, we outline a comprehensive approach to composed analogies based on the
theory of conceptual spaces. Our algorithmic model understands analogy as a search …

Learning relational concepts from within-versus between-category comparisons.

D Corral, KJ Kurtz, M Jones - Journal of Experimental Psychology …, 2018 - psycnet.apa.org
This article examines relational category learning in light of 2 influential theories of concept
acquisition: the structure-mapping theory of analogy and theories of feature-based category …

Representing part–whole relations in conceptual spaces

S Rama Fiorini, P Gärdenfors, M Abel - Cognitive processing, 2014 - Springer
In this paper, we propose a cognitive semantic approach to represent part–whole relations.
We base our proposal on the theory of conceptual spaces, focusing on prototypical …

Object-specific and relational learning in pigeons

L Castro, EA Wasserman, J Fagot, A Maugard - Animal cognition, 2015 - Springer
Abstract or relational stimulus processing requires an organism to appreciate the
interrelations between or among two or more stimuli (eg, same or different, less than or …

[PDF][PDF] Learning conceptual hierarchies by iterated relational consolidation

J Foster, F Cañas, M Jones - … of the Annual Meeting of the …, 2012 - escholarship.org
Learning new concepts is critical to making sense of the world. Research on analogical
reasoning suggests structure mapping and schema induction can enable discovery of new …

Perceptual and functional categorization in animals.

U Aust - 2017 - psycnet.apa.org
Categorization is not an exclusively human trait but can been found everywhere throughout
the animal kingdom. This suggests that sorting similar stimuli into classes is an ability that …

[PDF][PDF] The Influence of Analogy Instructions on Motor Skills: Processing, Preference and Performance

T Van Duijn - 2018 - researchcommons.waikato.ac.nz
When teaching a movement to novices, communicating knowledge about the movement by
comparison with a similar, well-known concept (an analogy) may be effective, as no other …

[PDF][PDF] Coordinate-free Thinking

J Leo - Proceedings of the Annual Meeting of the Cognitive …, 2013 - escholarship.org
Abstract Thinking outside the box is a nice metaphor, but we are so used to putting things in
boxes that it may seem essential to our way of thinking. This idea is enforced by the standard …