数据和分析框架中的语义架构和仪表板创建流程

Michele Petito, F. Fallucchi, E. W. D. Luca
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引用次数: 2

摘要

目前市场上的开放数据工具并没有利用语义网,也没有提供数据分析和可视化的工具。它们中的大多数都是简单的开放数据门户,显示数据目录,通常甚至达不到著名的五星级模式的最低水平。数据和分析框架(DAF)是由意大利政府运营的一个项目,能够从国家拥有的大量数据中提取知识。由于集成了受控本体和词汇表网络(OntoPiA),它有利于关联开放数据的传播。本文概述的研究说明了该平台的一些竞争解决方案,并介绍了创建DAF仪表板的五步流程,以及相关的数据故事。作者创建的案例研究涉及撒丁岛的旅游业,代表了DAF正在测试的真实案例的少数示范之一。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Semantic architectures and dashboard creation processes within the data and analytics framework
The open data tools currently on the market do not exploit the semantic web, or provide tools for data analysis and visualisation. Most of them are simple open data portals that display a data catalogue, often not even fulfilling the lowest level of the famous five-star model. The Data and Analytics Framework (DAF), a project run by the Italian government, is enabled to extract knowledge from the immense amount of data owned by the State. It favours the spread of Linked Open Data thanks to the integration of the network of controlled ontologies and vocabularies (OntoPiA). The research outlined in this paper illustrates some of the platform's competitive solutions and introduces the five-step process to create a DAF dashboard, as well as the related data story. The case study created by the authors concerns tourism in Sardinia and represents one of the few demonstrations of a real case being tested in DAF.
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