Systematic and ontology-based approach to interoperable cross-domain open government data services

IF 2.4 Q2 INFORMATION SCIENCE & LIBRARY SCIENCE
Hadi Masoumi, B. Farahani, Fereidoon Shams Aliee
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引用次数: 4

Abstract

Purpose Open government data (OGD) has emerged as a radical paradigm shift and endeavor among government administrations across the world mainly due to its promises of transparency, accountability, public-private collaboration, civic participation, social innovation and data-driven value creation. Complexity, cross-cutting nature, diversity of data sets, interoperability and quality issues usually hamper unlocking the full potential value of data. To tackle these challenges, this paper aims to provide a novel solution using a top-down approach. Design/methodology/approach In this paper, the authors propose a systematic ontology-based approach combined with a novel architecture and its corresponding processes enabling organizations to carry out all the steps in the OGD value chain. In addition, an OGD Platform including a portal (www.iranopendata.ir) and a data management system (www.ogdms.iranopendata.ir) are developed to showcase the proposed solution. Findings The efficiency and the applicability of the solution are evaluated by a real-life use case on energy consumption of the buildings of the city of Tehran, Iran. Finally, a comparison was made with existing solutions, and the results show the proposed approach is able to address the existing gaps in the literature. Originality/value The results imply that modeling and designing the data model, as well as exploiting an ontology-based approach are critical pillars to create rich, relevant and well-described OGD data sets. Moreover, clarity on processes, roles and responsibilities are the key factors influencing the quality of the published data services. Thus, to the best of the knowledge, this is the first study that exploits and considers an ontology-based approach in a top-down manner to create OGD data sets.
系统的、基于本体的、可互操作的跨领域开放政府数据服务方法
开放政府数据(OGD)已经成为世界各地政府管理部门的一种激进的范式转变和努力,主要是因为它承诺透明度、问责制、公私合作、公民参与、社会创新和数据驱动的价值创造。数据集的复杂性、交叉性、多样性、互操作性和质量问题通常会阻碍释放数据的全部潜在价值。为了应对这些挑战,本文旨在使用自顶向下的方法提供一种新颖的解决方案。设计/方法论/方法在本文中,作者提出了一种基于系统本体的方法,结合了一种新颖的体系结构及其相应的过程,使组织能够执行OGD价值链中的所有步骤。此外,还开发了一个OGD平台,包括一个门户网站(www.iranopendata.ir)和一个数据管理系统(www.ogdms.iranopendata.ir),以展示所建议的解决方案。通过对伊朗德黑兰市建筑能耗的实际用例,对该解决方案的效率和适用性进行了评估。最后,与现有的解决方案进行了比较,结果表明所提出的方法能够解决文献中存在的空白。结果表明,建模和设计数据模型,以及利用基于本体的方法是创建丰富、相关和描述良好的OGD数据集的关键支柱。此外,流程、角色和职责的明确性是影响已发布数据服务质量的关键因素。因此,据我所知,这是第一个以自顶向下的方式利用并考虑基于本体的方法来创建OGD数据集的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Transforming Government- People Process and Policy
Transforming Government- People Process and Policy INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
6.70
自引率
11.50%
发文量
44
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