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Requirements Ontology and Multi-representation Strategy for Database Schema Evolution

机译:数据库架构演进的要求本体和多代表策略

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With the emergence of enterprise-wide information systems, ontologies have become by definition a valuable aid for efficient database schema modeling and integration, in addition to their use in other disciplines such as the semantic web and natural language processing. This paper presents another important utilization of ontologies in database schemas: schema evolution. Specifically, our research concentrates on a new three-layered approach for schema evolution. These three layers are 1) a schema repository, 2) a domain ontology called a requirements ontology, and 3) a multi-representation strategy to enable powerful change management. This a priori approach for schema evolution, in contrast with existing a posteriori solutions, can be employed for any data model and for both 1) design from scratch and evolution and 2) redesign and evolution of the database. The paper focuses on the two main foundations of this approach, the requirements ontology and the multi-representation strategy which is based on a stamping mechanism.
机译:随着企业范围的信息系统的出现,本体已经成为定义有效的数据库模式建模和集成的有价值的辅助,除了在其他学科中使用,如语义网络和自然语言处理。本文介绍了数据库模式中本体的另一个重要利用率:架构演进。具体来说,我们的研究专注于新的三层方法的架构演变方法。这三层是1)架构存储库,2)域本体,称为本体论,以及3)一个多表示策略来实现强大的变更管理。这是与现有的后验解决方案相比,可以为任何数据模型和1)设计,从头开始和演进,并且2)数据库的设计和演化,这是一种先验的模式进化方法。本文重点介绍了这种方法的两个主要基础,要求本体论和基于冲压机制的多呈策略。

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