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Concept Similarity Measures the Understanding Between Two Agents

机译:概念相似性测量两个代理商之间的理解

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When knowledge in each agent is represented by an ontology of concepts and relations, concept communication can not be fulfilled through exchanging concepts (ontology nodes). Instead, agents try to communicate with each other through a common language, which is often ambiguous (such as a natural language), to share knowledge. This ambiguous language, and the different concepts they master, give rise to imperfect understanding among them: How well concepts in ontology OA map to which of OB? Using a method sim that finds the most similar concept in OB corresponding to another concept in OA, we present two algorithms, one to measure the similarity between both concepts; another to gauge du, the degree of understanding that agent A has about Bs ontology. The procedures use word comparison, since no agent can measure du directly. Method sim is also compared with conf, a method that finds the confusion among words in a hierarchy. Examples follow.
机译:当每个代理的知识由概念和关系的本体所代表时,通过交换概念(本体节点)无法满足概念通信。相反,代理商尝试通过共同语言互相通信,这通常是模糊的(如自然语言),以分享知识。这种模棱两可的语言,以及他们掌握的不同概念,引起他们中的不完美的理解:本体论OA地图的概念如何?使用方法SIM,找到与OA中另一个概念对应的OB中最相似的概念,我们呈现了两个算法,一个算法测量两个概念之间的相似性;另一个到仪表杜,代理A具有关于BS本体的理解程度。程序使用单词比较,因为没有代理人可以直接测量du。方法SIM也与CONF进行比较,这是一种在层次结构中找到了单词中的混淆的方法。例子遵循。

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