Syllogistic Reasoning and Knowledge Discovery

AAAI 2025 Workshop NeurMAD Submission20 Authors

10 Dec 2024 (modified: 30 Dec 2024)AAAI 2025 Workshop NeurMAD SubmissionEveryoneRevisionsBibTeXCC BY 4.0
Keywords: syllogistic reasoning, knowledge discovery, causal analysis
Abstract: Though syllogistic reasoning is the most widespread and most well-known reasoning, its machine implementation is still an open problem. The widespread modus ponens formalization does not fully capture every reasoning steps that required to reach a syllogistic conclusion. This paper demonstrates that more information and knowledge discovery are necessary to complete a syllogistic reasoning. This paper also demonstrates how a knowledge discovery could be integrated into a syllogistic reasoning.
Submission Number: 20
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