Defeasible Reasoning on Concepts

Fuente: arXiv
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Autori principali: Ding, Yiwen, Manoorkar, Krishna, Switrayni, Ni Wayan, Wang, Ruoding
Natura: Preprint
Pubblicazione: 2024
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author Ding, Yiwen
Manoorkar, Krishna
Switrayni, Ni Wayan
Wang, Ruoding
author_facet Ding, Yiwen
Manoorkar, Krishna
Switrayni, Ni Wayan
Wang, Ruoding
contents In this paper, we take first steps toward developing defeasible reasoning on concepts in KLM framework. We define generalizations of cumulative reasoning system C and cumulative reasoning system with loop CL to conceptual setting. We also generalize cumulative models, cumulative ordered models, and preferential models to conceptual setting and show the soundness and completeness results for these models.
format Preprint
id arxiv_https___arxiv_org_abs_2409_04887
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Defeasible Reasoning on Concepts
Ding, Yiwen
Manoorkar, Krishna
Switrayni, Ni Wayan
Wang, Ruoding
Artificial Intelligence
Logic in Computer Science
In this paper, we take first steps toward developing defeasible reasoning on concepts in KLM framework. We define generalizations of cumulative reasoning system C and cumulative reasoning system with loop CL to conceptual setting. We also generalize cumulative models, cumulative ordered models, and preferential models to conceptual setting and show the soundness and completeness results for these models.
title Defeasible Reasoning on Concepts
topic Artificial Intelligence
Logic in Computer Science
url https://arxiv.org/abs/2409.04887