0


在关系数据库模式和本体之间发现简单的映射

Discovering Simple Mappings Between Relational Database Schemas and Ontologies
课程网址: http://videolectures.net/iswc07_yuzhong_dsmb/  
主讲教师: Yuzhong Qu
开课单位: 东南大学
开课时间: 2008-02-01
课程语种: 汉简
中文简介:
随着语义网络的发展,本体也随之激增。然而,Web上的大多数数据仍然存储在关系数据库中。因此,在关系数据库和本体之间建立互操作性对于创建一个数据网络非常重要。实现互操作性的最佳方法是在关系数据库模式和本体之间建立映射。在本文中,我们提出了一种发现关系数据库模式和本体之间简单映射的新方法。它利用基于虚拟文档的简单映射,并通过验证映射一致性来消除不正确的映射。此外,它还构造了一种特殊类型的语义映射,称为上下文映射,这对实际应用非常有用。实验结果表明,我们的方法在实际领域的多个数据集上都表现良好。
课程简介: Ontologies proliferate with the growth of the Semantic Web. However, most of data on theWeb are still stored in relational databases. Therefore, it is important to establish interoperability between relational databases and ontologies for creating a Web of data. An e®ective way to achieve interoperability is ¯nding mappings between relational database schemas and ontologies. In this paper, we propose a new approach to discovering simple mappings between a relational database schema and an ontology. It exploits simple mappings based on virtual documents, and eliminates incorrect mappings via validating mapping consistency. Additionally, it also constructs a special type of semantic mappings, called contextual mappings, which is useful for practical applications. Experimental results demonstrate that our approach performs well on several data sets from real world domains.
关 键 词: 语义网; 关系数据库; 互操作性; 语义映射
课程来源: 视频讲座网
最后编审: 2019-12-19:lxf
阅读次数: 51