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Conceptual Knowledge Processing with Formal Concept Analysis and Ontologies

机译:概念性知识处理与正式概念分析和本体

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Among many other knowledge representations formalisms, Ontologies and Formal Concept Analysis (FCA) aim at modeling 'concepts'. We discuss how these two formalisms may complement another from an application point of view. In particular, we will see how FCA can be used to support Ontology Engineering, and how ontologies can be exploited in FCA applications. The interplay of FCA and ontologies is studied along the life cycle of an ontology: (i) FCA can support the building of the ontology as a learning technique. (ii) The established ontology can be analyzed and navigated by using techniques of FCA. (iii) Last but not least, the ontology may be used to improve an FCA application.
机译:在许多其他知识陈述中,形式主义,本体和正式概念分析(FCA)旨在建模“概念”。我们讨论这两个形式主义如何从应用程序的角度来补充另一个。特别是,我们将看到FCA如何用于支持本地工程,以及如何在FCA应用程序中利用本地化。沿着本体的生命周期研究了FCA和本体的相互作用:(i)FCA可以支持本体的建设作为学习技术。 (ii)通过使用FCA的技术,可以分析和导航所既定的本体。 (iii)最后但并非最不重要的是,本体可以用于改善FCA应用程序。

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