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  • 标题:Integration of Heterogeneous Data Sources in an Ontological Knowledge Base
  • 其他标题:Integration of Heterogeneous Data Sources in an Ontological Knowledge Base
  • 作者:Myłka, Antoni ; Myłka, Alina ; Kryza, Bartosz
  • 期刊名称:COMPUTING AND INFORMATICS
  • 印刷版ISSN:1335-9150
  • 出版年度:2012
  • 卷号:31
  • 期号:1
  • 页码:189-223
  • 语种:English
  • 出版社:COMPUTING AND INFORMATICS
  • 摘要:In this paper we present X2R, a system for integrating heterogeneous data sources in an ontological knowledge base. The main goal of the system is to create a unified view of information stored in relational, XML and LDAP data sources within an organization, expressed in RDF using a common ontology and valid according to a prescribed set of integrity constraints. X2R supports a wide range of source schemas and target ontologies by allowing the user to define potentially complex transformations of data between the original data source and the unified knowledge base. A rich set of integrity constraint primitives has been provided to ensure the quality of the unified data set. They are also leveraged in a novel approach towards semantic optimization of SPARQL queries.
  • 关键词:Data management; data integration; semantics; ontologies; conversion; RDF; integrity constraints; semantic optimization; SPARQL
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