基于本体的数据访问方法在NoSQL存储中的潜在集成

Olivier Curé, Fadhela Kerdjoudj, David C. Faye, C. L. Duc, M. Lamolle
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引用次数: 44

摘要

在大数据环境下,SQL存储正在成为关系数据库管理系统的有效替代方案。该领域的许多参与者认为,为了获得更广泛的采用,必须集成多个扩展。其中一些侧重于提出更多模式、支持自适应声明性查询语言和提供完整性约束的方法,以控制数据一致性和提高数据质量。我们认为这些问题可以在基于本体的数据访问(OBDA)的背景下处理。OBDA是一种新的数据管理范式,它在查询数据库中存储的数据时利用本体中表示的语义知识。我们提供了OBDA在与医疗领域相关的社会应用程序中解决这三个问题的能力的概念证明。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the Potential Integration of an Ontology-Based Data Access Approach in NoSQL Stores
No SQL stores are emerging as an efficient alternative to relational database management systems in the context of big data. Many actors in this domain consider that to gain a wider adoption, several extensions have to be integrated. Some of them focus on the ways of proposing more schema, supporting adapted declarative query languages and providing integrity constraints in order to control data consistency and enhance data quality. We consider that these issues can be dealt with in the context of Ontology Based Data Access (OBDA). OBDA is a new data management paradigm that exploits the semantic knowledge represented in ontologies when querying data stored in a database. We provide a proof of concept of OBDA's ability to tackle these three issues in a social application related to the medical domain.
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