The Relevance of Open Data Principles for the Web of Data

IF 1.2 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS
Jhon Francined Herrera-Cubides, Paulo Alonso Gaona-García, Carlos Enrique Montenegro-Marin, Salvador Sánchez-Alonso
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Abstract

Open data has been improving both publishing platforms and the consumers-oriented process over the years, providing better openness policies and transparency. Although organizations have tried to open their data, the enrichment of their resources through the Web of Data has been decreasing. Linked data has been suffering from notable difficulties in different stages of its life cycle, becoming over the years less attractive to users. According to that, we decided to explore how the lack of some opening requirements affects the decline of the Web of Data. This paper presents the Web of Data radiography, analyzing the governmental domain as a case study. The results indicate that it is necessary to strengthen the data opening process to improve resource enrichment on the Web and have better datasets. These improvements describe that open data must be public, accessible (in machine-readable formats), described (use of robust, granular metadata), reusable (made available under an open license), complete (published in primary forms), and timely (preserve the value of the data). The implementation of these characteristics would enhance the availability and reuse of datasets. Besides, organizations must understand that opening and enriching their data require a completely new approach, and they have to pay special attention and control to this project, generally by putting money, the commitment by management at all levels, and lots of time. On the contrary, given the magnitude of availability and reuse problems identified in the opening and enrichment data process, it is believed that the Web of Data model would inevitably lose the interest it aroused at the beginning if not addressed immediately by data quality, openness, and enrichment issues. Besides, its use would be restricted to a few particular niches or would even disappear altogether.
开放数据原则与数据网络的相关性
多年来,开放数据一直在改善出版平台和以消费者为导向的过程,提供更好的开放政策和透明度。尽管组织已经尝试开放他们的数据,但是通过Web of data丰富他们的资源却一直在减少。关联数据在其生命周期的不同阶段一直遭受着明显的困难,多年来对用户的吸引力越来越小。基于此,我们决定探讨一些开放要求的缺失是如何影响Web of Data的衰落的。本文介绍了数据网络放射学,并以政府领域为例进行了分析。结果表明,要提高Web资源的丰富性,获得更好的数据集,必须加强数据开放过程。这些改进描述了开放数据必须是公开的、可访问的(以机器可读的格式)、可描述的(使用健壮的、细粒度的元数据)、可重用的(在开放许可下可用)、完整的(以主要形式发布)和及时的(保留数据的价值)。这些特征的实现将增强数据集的可用性和重用性。此外,组织必须明白,开放和丰富他们的数据需要一种全新的方法,他们必须特别关注和控制这个项目,通常是通过投入资金、各级管理层的承诺和大量的时间。相反,考虑到开放和丰富数据过程中发现的可用性和重用问题的严重性,人们认为,如果不立即解决数据质量、开放性和丰富问题,数据Web模型将不可避免地失去最初引起的兴趣。此外,它的使用将被限制在少数特定的利基,甚至完全消失。
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
Journal of Electrical and Computer Engineering
Journal of Electrical and Computer Engineering COMPUTER SCIENCE, INFORMATION SYSTEMS-
CiteScore
4.20
自引率
0.00%
发文量
152
审稿时长
19 weeks
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