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.

Author Profiles

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

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