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首页> 外文期刊>ACM journal of data and information quality >Experience: Open Fiscal Datasets, Common Issues, and Recommendations
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Experience: Open Fiscal Datasets, Common Issues, and Recommendations

机译:经验:开放财政数据集,常见问题和建议

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摘要

Public administrations are continuously publishing open data, increasing the amount of government open data over time. The published data includes budgets and spending as part of fiscal data; publishing these data is an important part of transparent and accountable governance. However, open fiscal data should also meet open data publication guidelines. When requirements in data guidelines are not met, effective data analysis over published datasets cannot be performed effectively. In this article, we present Open Fiscal Data Publication (OFDP), a framework to assess the quality of open fiscal datasets. We also present an extensive open fiscal data assessment and common data quality issues found; additionally, open fiscal data publishing guidelines are presented. We studied and surveyed main quality factors for open fiscal datasets. Moreover, the collected quality factors have been scored according to the results of a questionnaire to score quality factors within the OFDP assessment framework. We gather and comprehensively analyze a representative set of 77 fiscal datasets from several public administrations across different regions at different levels (e.g., supranational, national, municipality). We characterize quality issues commonly arising in these datasets. Our assessment shows that there are many quality factors in fiscal data publication that still need to be taken care of so that the data can be analyzed effectively. Our proposed guidelines allow for publishing open fiscal data where these quality issues are avoided.
机译:公共主管部门不断发布开放数据,随着时间的推移增加政府开放数据的数量。已发布的数据包括预算和支出作为财政数据的一部分;发布这些数据是透明和负责任的治理的重要组成部分。但是,开放财政数据也应符合开放数据出版指南。当没有满足数据指南的要求时,无法有效地执行对已发布的数据集的有效数据分析。在本文中,我们提出了开放的财政数据出版物(OFDP),框架来评估开放财政数据集的质量。我们还提供了广泛的开放财政数据评估和发现的常见数据质量问题;此外,还提供了开放财政数据发布指南。我们研究并调查了开放财政数据集的主要质量因素。此外,根据调查问卷的结果得到评分收集的质量因素,以获得OFDP评估框架内的质量因素。我们聚集在一起,从不同地区的不同地区(例如,超法,国家,市政府),全面分析了一系列来自不同地区的若干公共部门的一组77财政数据集。我们表征了这些数据集中常见的质量问题。我们的评估表明,财政数据出版物中有许多质量因素仍然需要处理,以便有效地分析数据。我们拟议的准则允许出版避免这些质量问题的开放财政数据。

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