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Ontology-Based Fuzzy-Syllogistic Reasoning

机译:基于本体的模糊三论推理

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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:我们讨论了模糊三段论系统(FSS),该系统由众所周知的256种分类三段论(即三段论语气)和模糊三段论推理(FSR)组成,这是FSS作为一种复杂的近似推理机制的实现,其中256种情绪被解释为模糊推论。在这里,我们介绍FSR作为本体推理器的示例应用程序。对于本体的每个三重概念关系,推理器最多可以将[256]中的256个可能的模糊推理与真比相关联。我们进一步讨论了一种变换技术,通过使模糊推理的模糊量词适应样本命题的三段逻辑,可以增加模糊推理的真值比率。

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