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Towards a Cognitive Semantics of Types

机译:走向类型的认知语义学

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摘要

Types are a crucial concept in conceptual modelling, logic, and knowledge representation as they are an ubiquitous device to understand and formalise the classification of objects. We propose a logical treatment of types based on a cognitively inspired modelling that accounts for the amount of information that is actually available to a certain agent in the task of classification. We develop a predicative modal logic whose semantics is based on conceptual spaces that model the actual information that a cognitive agent has about objects, types, and the classification of an object under a certain type. In particular, we account for possible failures in the classification, for the lack of sufficient information, and for some aspects related to vagueness.
机译:类型是概念建模,逻辑和知识表示中的关键概念,因为它们是理解和形式化对象分类的一种普遍使用的设备。我们建议基于认知启发的模型对类型进行逻辑处理,该模型考虑了分类任务中特定代理实际可用的信息量。我们开发了谓语模态逻辑,其语义基于概念空间,该概念空间对认知主体具有的有关对象,类型以及特定类型下的对象分类的实际信息进行建模。特别是,我们要说明分类中可能的失败,缺少足够的信息以及与模糊性有关的某些方面。

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