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Software Architectures for Scalable Ontology Networks

机译:可扩展本体网络的软件架构

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Theory and practice in ontology management are drifting away from monolithic ontologies towards ontology networks. Processing interconnected knowledge models, e.g. through reasoning, can provide greater amounts of explicit knowledge, but at a high computational cost if the whole knowledge base has to be handled by concurrent processes. Our research tackles this problem via a software engineering approach. We devised a framework that combines privileged containers for ontology models with volatile containers for instance data that vary frequently. A reference implementation was developed in an Apache project for content management, and its adoption is providing data and use cases for validating it with objects from Fedora Commons repositories.
机译:本体管理的理论和实践正从单一本体转向本体网络。处理相互关联的知识模型,例如通过推理,可以提供更多的显式知识,但是如果必须通过并发流程来处理整个知识库,则计算成本较高。我们的研究通过软件工程方法解决了这个问题。我们设计了一个框架,该框架将用于本体模型的特权容器与用于频繁变化的实例数据的易失性容器相结合。一个参考实现是在Apache项目中开发的,用于内容管理,其采用正在提供数据和用例,以使用Fedora Commons存储库中的对象对其进行验证。

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