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Computation of ontology resemblance coefficients for improving semantic interoperability

机译:计算本体相似系数以提高语义互操作性

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In open and dynamic environments, where various heterogeneous agents need to communicate, a shared ontology that explicitly and formally describes the whole domain of interest, or an alignment that provides semantically related entities among distinct ontologies, can be employed. The former case is infeasible, because a unique conceptual view of a domain is not widely accepted. Hence, the case, usually adopted, is the latter, where independently developed heterogeneous ontologies exist. A challenging issue is how an agent, charged with the task of carrying out the alignment, should select a suitable execution of matchers, to establish correspondences between ontology entities, in the fastest and most efficient way. A solution to this challenge is to use metrics for estimating the resemblance of a given pair of ontologies. To this end, we propose two metrics, as similarity coefficients, to estimate the lexical or structural resemblance of a given pair of ontologies.
机译:在开放和动态的环境中,需要使用各种异构代理进行通信,可以使用一个共享的本体来显式地形式上描述整个感兴趣的领域,或者可以使用一种在不同本体之间提供语义相关实体的对齐方式。前一种情况是不可行的,因为领域的独特概念视图并未得到广泛接受。因此,通常采用的情况是后者,其中存在独立开发的异构本体。一个具有挑战性的问题是负责执行对齐任务的代理应如何选择合适的匹配器执行程序,以最快,最有效的方式在本体之间建立对应关系。解决此难题的方法是使用度量来估计给定本体对的相似性。为此,我们提出了两个度量作为相似性系数,以估计给定本体对的词汇或结构相似性。

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