基于代数的本体对齐结构框架

Guebaili-Djider Ratiba, Mokhtari Aicha, Nouioua Farid, Boustia Narhimene, Akli-Astouati Karima
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引用次数: 0

摘要

要在语义Web中使用本体,我们面临两个主要挑战。首先,我们必须使用逻辑形式来编写具有足够表达能力的概念。其次,如果使用不同的本体,我们必须保证最大程度的互操作性。要做到这一点,本体对齐是最合适的解决方案之一。它基于不同输入本体在句法、语义和结构上的相似性。为了编写本体概念,我们提出了一种语义基于代数的描述逻辑。然后,基于这种表示形式,我们展示了如何改进用于计算结构相似度的度量,并提出了一种基于论证的方法来处理本体对齐问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An algebraic-based structural framework for the ontology alignment
To use ontologies in semantic Web we meet two major challenges. First, we have to use a logical formalism to write concepts with enough expression power. Second, we must guarantee a maximum interoperability if different ontologies are used. To do that, ontology alignment is one of the most appropriate solutions. It is based on the syntactic, semantic and structural similarities of the different input ontologies. To write the ontology concepts, we propose in this work, a description logic whose semantics is algebraic-based. Then, based on this representation formalism, we show how to improve the measure used to compute the structural similarity and we propose an argumentation-based method to deal with the ontology alignment problem.
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