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Ontology-Based Data Integration in Data Logistics Workflows

机译:数据物流工作流中基于本体的数据集成

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摘要

Data integration has become an essential issue in the development of information systems, especially in the biomedical and healthcare domain. Thereby it is required to have methods and tools available to support this effort in a systematic and structured manner, i.e. to have a conceptual, model based approach. We present such an approach; it is constituted by two components which are coping with the two main challenges of data integration: Data Logistics copes with the technical task of data transmission and data exchange; an ontology-based transformation copes with the semantic issues of data integration by dealing with the heterogeneity of formats, terminologies and ontologies. This paper shows how the synergetic combination of these concepts provides an adequate solution to data integration in healthcare applications.
机译:数据集成已成为信息系统开发中的重要问题,尤其是在生物医学和医疗保健领域。因此,需要具有可用的方法和工具来以系统和结构化的方式来支持该工作,即具有基于概念,模型的方法。我们提出了这样一种方法;它由应对数据集成两个主要挑战的两个部分组成:数据物流处理数据传输和数据交换的技术任务;基于本体的转换通过处理格式,术语和本体的异质性来解决数据集成的语义问题。本文展示了这些概念的协同组合如何为医疗保健应用程序中的数据集成提供适当的解决方案。

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