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The DOI matches its Crossref record; 5 of the 5 references it cites were found in a registry or an index.

The Logic of Plausible Reasoning: A Core Theory

Collins, Allan, Michalski, Ryszard·1989·Cognitive Science

Abstract

The paper presents a core theory of human plausible reasoning based on analysis of people's answers to everyday questions about the world. The theory consists of three parts: a formal representation of plausible inference patterns; such as deductions, inductions, and analogies, that are frequently employed in answering everyday questions; a set of parameters, such as conditional likelihood, typicality, and similarity, that affect the certainty of people's answers to such questions; and a system relating the different plausible inference patterns and the different certainty parameters. This is one of the first attempts to construct a formal theory that addresses both the semantic and parametric aspects of the kind of everyday reasoning that pervades. all of human discourse.

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Metadata

Authors
Collins, A., & Michalski, R.
Venue
Cognitive Science
Publisher
Wiley
Published
1989-01
Volume
13
Issue
1
Pages
1-49
ISSN
  • 0364-0213 (ISSN-L)
  • 1551-6709
OpenAlex
W2099120848
Cited by
360
References
5
FWCI
12.71
Type
journal article
Language
en
Open access
closed

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CoChat. (2026). Citation check: The Logic of Plausible Reasoning: A Core Theory. https://app.cochat.ai/papers/10.1207/s15516709cog1301_1
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Collins, A., & Michalski, R. (1989). The Logic of Plausible Reasoning: A Core Theory. Cognitive Science. https://doi.org/10.1207/s15516709cog1301_1

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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.