Analogy as a search procedure: A dimensional view

Journal of Experimental and Theoretical Artificial Intelligence 1 (2022)
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Abstract

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 procedure and builds upon the idea that analogical similarity depends on a conceptual phenomena called ‘dimensional salience.’ We distinguish between category-based, property-based, event-based, and part-whole analogies, and propose computationally-oriented methods for explicating them in terms of conceptual spaces.

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Author Profiles

Peter Gärdenfors
Lund University
Matías Osta-Vélez
Heinrich Heine University Düsseldorf

Citations of this work

Language, concepts, and the nature of inference.Matías Osta-Vélez - 2024 - In Carlos Enrique Caorsi & Ricardo J. Navia, Philosophy of language in Uruguay: language, meaning, and philosophy. Lanham: Lexington Books. pp. 181-196.
Cheaper Spaces.Matthieu Moullec & Igor Douven - 2024 - Minds and Machines 35 (1):1-21.

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References found in this work

Conceptual Spaces: The Geometry of Thought.Peter Gärdenfors - 2000 - Tijdschrift Voor Filosofie 64 (1):180-181.
Nonmonotonic inference based on expectations.Peter Gärdenfors & David Makinson - 1994 - Artificial Intelligence 65 (2):197-245.
Why we 're so smart'.Dedre Gentner - 2003 - In Dedre Gentner & Susan Goldin-Meadow, Language in Mind: Advances in the Study of Language and Thought. MIT Press. pp. 195--235.

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