Towards modeling linked open data for decision support: An example application of Thailand tourism linked data visualization

Kittima Mekhabunchakij
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引用次数: 2

Abstract

Linked Data, a method of data representation with interlinks of varied data sources, has become a standard for achieving semantic web. This paper presents an approach to Linked Open Data (LOD) Modeling in order to develop Web of Data based on LOD standards and methodologies and to manage the complexity of the domain of interest. An example from the domain Tourism exemplifies the approach applicable for LOD development and focuses on the design methods and techniques: designing relational data model from various standards and stakeholders in tourism industry; transformations between relational and RDF/OWL data models; and tourism ontology development mainly using Protege. The approach uses the process of mapping relational data to Linked Data and key processes of LOD modeling and prototyping of Web of Data. We propose the approach to modeling LOD for industry decision support. Visualization of key tourism indicators is implemented with the resulted LOD to illustrate the key processes of LOD modeling, and prototyping of Web of Data for the industry. This aims at building of a Proof of Concept (POC) application of visualization of Thai tourism datasets of a 18-year period with complete measurements and indicators of the industry.
面向决策支持的关联开放数据建模:泰国旅游关联数据可视化应用实例
关联数据(Linked Data)是一种利用不同数据源之间的相互链接来表示数据的方法,已成为实现语义网的标准。本文提出了一种关联开放数据(LOD)建模方法,以开发基于LOD标准和方法的数据网络,并管理感兴趣领域的复杂性。以旅游领域为例,阐述了适用于LOD开发的方法,重点介绍了设计方法和技术:从旅游行业的各种标准和利益相关者出发,设计关系数据模型;关系和RDF/OWL数据模型之间的转换;旅游本体开发主要使用Protege。该方法使用了关系数据到关联数据的映射过程和Web of data的LOD建模和原型设计的关键过程。提出了一种面向行业决策支持的LOD建模方法。利用生成的LOD实现旅游关键指标的可视化,说明LOD建模的关键过程,以及行业数据网络的原型设计。该项目旨在建立一个概念验证(POC)应用程序,对泰国旅游业18年的数据集进行可视化,并对该行业进行完整的测量和指标。
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