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Ontology-Based Fuzzy-Syllogistic Reasoning

机译:基于本体的模糊三段推理

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We discuss the Fuzzy-Syllogistic System (FSS) that consists of the well-known 256 categorical syllogisms, namely syllogistic moods, and Fuzzy-Syllogistic Reasoning (FSR), which is an implementation of the FSS as one complex approximate reasoning mechanism, in which the 256 moods are interpreted as fuzzy inferences. Here we introduce a sample application of FSR as ontology reasoner. The reasoner can associate up to 256 possible fuzzy-inferences with truth ratios in [0,1] for every triple concept relationship of the ontology. We further discuss a transformation technique, by which the truth ratio of a fuzzy-inference can increase, by adapting the fuzzy-quantifiers of a fuzzy-inference to the syllogistic logic of the sample propositions.
机译:我们讨论了由众所周知的256个分类三段论,即三段情绪和模糊 - 三节的推理(FSR)组成的模糊 - 三段系统(FSS),这是FSS作为一种复杂的大致推理机制的实现,其中256个情绪被解释为模糊推论。在这里,我们介绍FSR作为本体推理的示例应用。由于本体的每个三重概念关系,推理员可以在[0,1]中与真理比相交256个可能的模糊推断。我们进一步讨论了一种转化技术,通过将模糊推断的模糊量子调整到样本命题的三节的逻辑来增加模糊推理的真实比率。

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