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Paired structures in knowledge representation

机译:知识表示中的配对结构

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摘要

In this position paper we propose a consistent and unifying view to all those basic knowledge representation models that are based on the existence of two somehow opposite fuzzy concepts. A number of these basic models can be found in fuzzy logic and multi-valued logic literature. Here it is claimed that it is the semantic relationship between two paired concepts what determines the emergence of different types of neutrality, namely indeterminacy, ambivalence and conflict, widely used under different frameworks (possibly under different names). It will be shown the potential relevance of paired structures, generated from two paired concepts together with their associated neutrality, all of them to be modeled as fuzzy sets. In this way, paired structures can be viewed as a standard basic model from which different models arise. This unifying view should therefore allow a deeper analysis of the relationships between several existing knowledge representation formalisms, providing a basis from which more expressive models can be later developed.
机译:在本立场文件中,我们基于所有两个相对相反的模糊概念的存在,为所有这些基本知识表示模型提出了一致且统一的观点。在模糊逻辑和多值逻辑文献中可以找到许多这样的基本模型。这里声称,两个成对概念之间的语义关系决定了在不同框架(可能使用不同名称)中广泛使用的不同类型的中立性的出现,即不确定性,矛盾性和冲突。将显示由两个配对概念及其关联的中立性生成的配对结构的潜在相关性,所有这些都将被建模为模糊集。这样,成对的结构可以看作是标准的基础模型,由此可以产生不同的模型。因此,这种统一的观点应该允许对几种现有的知识表示形式主义之间的关系进行更深入的分析,从而为以后可以开发更具表现力的模型提供基础。

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