本体管理的架构建议

Yannis Tzitzikas, Yannis Marketakis, Michalis Mountantonakis, Pavlos Fafalios, Maria Theodoridou, Anastasia Axaridou, Athina Kritsotaki, Chryssoula Bekiari
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引用次数: 0

摘要

本文档描述了创建和维护本体所需的步骤;利用本体来描述来自一个或多个数据源的数据;开发服务和应用程序,提供对数据的统一访问和深刻分析。该文档提供了现有的各种工具和软件组件的最新状态,这些工具和软件组件可用于执行整个流程的各种任务。组件根据其预期用途进行分组,并为每个组件提供了简明的描述,以及其他有用的细节(例如,如果它们是开源的,则提供其许可证等)。对于每个步骤或任务,所涉及的软件组件也在一个表中进行描述,该表显示了它们在各个方面的详细信息(例如,开源、许可、在线可用性、关键优势等),以便能够对它们进行快速比较。此外,还介绍了语义数据集成的成功实例,即使用顶级本体集成文化和生物多样性领域的数据,以及大规模语义数据集成(包括来自多个领域的数百个数据集)的服务。此外,它还提供了高级架构建议,可作为任何基于本体的系统的实际实现的基础;所描述的过程和工具可以用于开发基于本体的功能。最后,通过提供有关其组件和指示性管道和工具的详细信息,为EFSA案例研究提供了拟议架构的适应性。
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Architectural Suggestions for Ontology Management

This document describes the steps that required for creating and maintaining an ontology; for exploiting an ontology in order to describe data from one or more data sources; and for developing services and applications that provide unified access and insightful analysis on the data. The document provides the state of the art of the various tools and software components that exist and can be used for carrying out various tasks of the overall process. The components are grouped based on their intended use and for each one of them a concise description, as well as other useful details (i.e. if they are open-source, their license, etc.), are provided. For each step or task, the involved software components are also described in a table presenting their details with respect to various dimensions (e.g. open-source, license, available online, key advantages, etc.), in order to enable their quick comparison. Moreover, successful examples of semantic data integration are presented, i.e., for cases where a top-level ontology is used for integrating data for the cultural and biodiversity domain, and services for large-scale semantic data integration (including hundreds of datasets from several domains). Furthermore, it provides the high-level architectural suggestions that can be used as a basis for the actual implementation of any ontology-based system; the described processes and tools can be exploited for the development of the ontology-based functionality. Finally, it offers the adaptations of the proposed architecture for the EFSA case studies, by providing details about their components and indicative pipelines and tools.

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