Nonmonotonic Reasoning, Expectations Orderings, and Conceptual Spaces

Journal of Logic, Language and Information 31 (1):77-97 (2021)
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Abstract

In Gärdenfors and Makinson :197–245, 1994) and Gärdenfors it was shown that it is possible to model nonmonotonic inference using a classical consequence relation plus an expectation-based ordering of formulas. In this article, we argue that this framework can be significantly enriched by adopting a conceptual spaces-based analysis of the role of expectations in reasoning. In particular, we show that this can solve various epistemological issues that surround nonmonotonic and default logics. We propose some formal criteria for constructing and updating expectation orderings based on conceptual spaces, and we explain how to apply them to nonmonotonic reasoning about objects and properties.

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Author Profiles

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

Citations of this work

Analogy as a search procedure: A dimensional view.Matías Osta-Vélez & Peter Gärdenfors - 2022 - Journal of Experimental and Theoretical Artificial Intelligence 1.

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References found in this work

Relevance.D. Sperber & Deirdre Wilson - 1986 - Communication and Cognition: An Interdisciplinary Quarterly Journal 2.
Features of similarity.Amos Tversky - 1977 - Psychological Review 84 (4):327-352.

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