关系型数据库到OWL本体的映射体系结构:一种利用突变测试丰富本体术语的方法

C. A. G. Huve, Alex Mateus Porn, L. Peres
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引用次数: 1

摘要

本体是用来表示特定领域的结构。简化本体构建的一个众所周知的方法是从关系数据库中提取领域概念。本文提出了一种体系结构,它支持从关系数据库到OWL本体的自动映射过程。提出了丰富本体元素术语的方法,并通过突变试验对其进行了验证。架构映射过程利用新的和现有的映射规则,克服了以前没有解决的不足,例如使用数据库逻辑模型来消除本体的重复元素,并从表和记录中映射继承关系。我们突出了元素映射的结构,它允许维护源到目标的可跟踪性以进行验证。我们通过两个实验验证了我们的方法:第一个实验侧重于应用三个场景的体系结构验证,第二个实验使用测试引擎将突变测试方法应用于OWL本体验证。
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Architecture for Mapping Relational Database to OWL Ontology: An Approach to Enrich Ontology Terminology Validated with Mutation Test
Ontologies are structures used to represent a specific domain. One well-known method to simplify the ontology building is to extract domain concepts from a relational database. This article presents an architecture which enables an automatic mapping process from a relational database to OWL ontology. It proposes to enrich the terminology of ontology elements and it was validated with mutation tests. The architecture mapping process makes use of new and existent mapping rules and overcome lacks not previously addressed, such as the use of database logic model to eliminate duplicated elements of ontology and mapping inheritance relationships from tables and records. We stand out the structure of element mapping, which allows maintaining source-to-target traceability for verification. We validate our approach with two experiments: the first one focuses on architecture validation applying an experiment with three scenarios and the second one uses a testing engine applying a mutation test methodology to OWL ontology validation.
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