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Towards Making Explicit the Ontological Commitment of a Database Schema on the Geological Domain

机译:在地质域中制作明确的数据库模式的本体论承诺

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Recently, the demand for data integration on the Geological domain has increased. Most approaches for database schema integration are strongly based on structure and syntax, and present limitations. Semantic resources, such as ontologies, have been used to reach better results for data integration. However, these approaches assume there are already local ontologies that represent the databases involved in the interoperation. Furthermore, the creation of an ontology based on the database logical schema is not an easy task. On the other hand, it had been proposed that the association of a top-level ontology to a database conceptual schema may lead to better interoperability results. The idea is to make explicit the ontological commitment of each representation, and thus facilitate their integration. This work presents a case study on the Geological domain, which aimed at making explicit the ontological commitment of a database conceptual schema, in order to further improve data interoperability. The main contribution of this work is that it covers the whole process. It starts from the database logical schema, applies a set of reverse engineering techniques to create a preliminary database conceptual schema, and then uses a top-level ontology as a way of making explicit its ontological commitment. A detailed description is provided on how each step was taken, serving as a roadmap for others that may need to go through a similar process on the geological domain or on other domains.
机译:最近,对地质领域的数据集成的需求增加了。数据库模式集成的大多数方法都基于结构和语法,并且目前的限制是强烈的。诸如本体的语义资源已被用来达到更好的数据集成效果。但是,这些方法假设已经存在本地本体,该本体可以代表互操作中涉及的数据库。此外,基于数据库逻辑架构创建本体不是一项简单的任务。另一方面,已经提出将顶级本体与数据库概念模式的关联可能导致更好的互操作性结果。这个想法是明确每个代表的本体论承诺,从而促进他们的整合。这项工作提出了一个关于地质领域的案例研究,旨在明确制作数据库概念模式的本体论承诺,以进一步提高数据互操作性。这项工作的主要贡献是它涵盖了整个过程。它从数据库逻辑架构开始,应用一组逆向工程技术来创建初步数据库概念架构,然后使用顶级本体作为一种明确其本体承诺的方式。提供详细描述,以如何拍摄每一步,用作可能需要在地质域或其他域上进行类似过程的其他人的路线图。

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