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Algebraic Graph Transformations for Merging Ontologies

机译:用于合并本体的代数图转换

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摘要

The conception of an ontology is a complex task influenced by numerous factors like the point of view of the authors or the level of details. Consequently, several ontologies have been developed to model identical or related domains leading to partially overlapping representations. This divergence of conceptualization requires the study of ontologies merging in order to create a common repository of knowledge and integrate various sources of information. In this paper, we propose a formal approach for merging ontologies using typed graph grammars. This method relies on the algebraic approach to graph transformations, SPO (Simple PushOut) which allows a formal representation and ensures the consistence of the results. Furthermore, a new ontologies merging algorithm called GROM (Graph Rewriting for Ontology Merging) is presented.
机译:本体的概念是一项复杂的任务,受许多因素的影响,例如作者的观点或细节水平。因此,已经开发了几种本体来对相同或相关的域进行建模,从而导致部分重叠的表示。这种概念上的分歧要求对本体进行研究,以创建一个通用的知识库并整合各种信息源。在本文中,我们提出了一种使用类型化图语法合并本体的形式化方法。此方法依赖于图形变换的代数方法SPO(简单PushOut),它可以进行形式表示并确保结果的一致性。此外,提出了一种新的本体合并算法,称为GROM(本体合并的图形重写)。

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