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Titlebook: Rational Reasoning with Finite Conditional Knowledge Bases; Theoretical and Impl Christian Eichhorn Book 2018 Springer-Verlag GmbH Germany,

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发表于 2025-3-21 18:18:40 | 显示全部楼层 |阅读模式
书目名称Rational Reasoning with Finite Conditional Knowledge Bases
副标题Theoretical and Impl
编辑Christian Eichhorn
视频video
概述A study bridging computer science, philosophy and psychology
图书封面Titlebook: Rational Reasoning with Finite Conditional Knowledge Bases; Theoretical and Impl Christian Eichhorn Book 2018 Springer-Verlag GmbH Germany,
描述Nonmonotonic reasoning is a discipline of computer science, epistemology, and cognition: It models inferences where classical logic is inadequate in symbolic AI, defines normative models for reasoning with defeasible information in epistemology, and models human reasoning under information change in cognition. Its building blocks are defeasible rules formalised as DeFinetti conditionals. In this thesis, Christian Eichhorn examines qualitative and semi-quantitative inference relations on top said conditionals, using the conditional structure of the knowledge base and Spohn’s Ordinal Conditional Functions, using established properties. Converting network approaches from probabilistics, he shows how to approach the relations with regard to implementation.
出版日期Book 2018
关键词nonmonotonic reasoning; conditionals; Ordinal Conditional Functions; inductive reasoning; knowledge repr
版次1
doihttps://doi.org/10.1007/978-3-476-04824-0
isbn_softcover978-3-476-04823-3
isbn_ebook978-3-476-04824-0
copyrightSpringer-Verlag GmbH Germany, part of Springer Nature 2018
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发表于 2025-3-21 23:09:35 | 显示全部楼层
Basic Techniques,for reasoning on the base of a knowledge base with the qualitative information provided in the knowledge base, only. This is followed by the semi-quantitative ordinal conditional functions (Section 3.3); we close this section by briefly recalling probabilistic reasoning in Section 3.4.
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gnition: It models inferences where classical logic is inadequate in symbolic AI, defines normative models for reasoning with defeasible information in epistemology, and models human reasoning under information change in cognition. Its building blocks are defeasible rules formalised as DeFinetti con
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Basic Techniques,k for the dissertation. We start by recalling preferential models and preferential entailment as underlying formalism of the qualitative and semi-quantitative inferences used in Section 3.1. Based on this, we recall the approach of conditional structures (Section 3.2) as purely qualitative approach
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Properties of Nonmonotonic Inference Relations, probabilities of the possible worlds. So far, we just juxtaposed these different inference relations, but neither compared them by means of inferential strength nor formal properties. To set up the groundwork for the latter and on this groundwork classify the inference relation presented in the pre
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Reasoning with Sets of c-Representations, also already discussed that other than ranking models obtained by System Z [Pea90], which are the (with respect to the ranking of the worlds) unique Pareto minimal ranking models of the knowledge base, the approach of c-representations gives us a schema for ranking models of the knowledge base defi
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