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http://dx.doi.org/10.5392/JKCA.2020.20.09.439

Quality Evaluation of the Open Standard Data  

Kim, Haklae (중앙대학교 사회과학대학 문헌정보학과)
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Abstract
Public data refers to all data or information created by public institutions, and public information that leads to communication and cooperation among all people. Public data is an important method to lead the next generation of new industries such as artificial intelligence and smart cities, Korea is continuously ranked high in the international evaluation related to public data. However, despite the continuous efforts, the use of public data or industrial influence is insufficient. Quality issues are continuously discussed in the use of public data, but the criteria for quantitatively evaluating data are insufficient. This paper reviews indicators for public data quality evaluation and performs quantitative evaluation on selected public data. In particular, the quality of open standard data constructed and opened based on public data management guidelines is examined to determine whether government guidelines are appropriate. The data quality assessment includes the metadata and data values of open standard data, and is reviewed based on completeness and accuracy indicators. Based on the data analysis results, this paper proposes policy and technical measures for quality improvement.
Keywords
Public Data; Open Standard; Data Quality; Data Portal;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
연도 인용수 순위
1 행정안전부, "공공데이터의 제공 및 이용 활성화에 관한 법률 (약칭:공공데이터법) 법률 제11956호", 2013.
2 행정안전부, "공공데이터 관리지침", 행정자치부/공공 데이터활용지원센터, 2017.
3 김학래, "공공데이터의 의미적 연계를 위한 행정구역 지식 그래프 구축," 한국콘텐츠학회논문지, Vol.17, No.12, pp.1-10, 2017.   DOI
4 OECD, Government at a Glance 2017, OECD Publishing, Paris, 2017,
5 Open Data Barometer, https://opendatabarometer.org/, 2018.10.
6 강희종, "공공데이터의 효율적 활용을 위한 정책 과제," STEPI Insight, Vol.156, pp.1-30, 2014.
7 서형준, "공공데이터 개방에 관한 실증연구: ODB와 OUR Index를 중심으로," NIA 정보화정책, Vol.24, No.1, pp.48-78, 2017.
8 H. Kim, "Analysis of standard vocabulary use of the open government data: the case of the public data portal of Korea," Quality and Quantity, Vol.53, pp.1611-1622, 2019.   DOI
9 한국정보화진흥원, "공공데이터 품질관리 매뉴얼 v.2.0," 2018.
10 공공데이터전략위원회, "2017년도 품질관리 수준평가 결과," 2019.
11 S. W. Sadiq and M. Indulska, "Open data: Quality over quantity," Int J. Information Management, Vol.37, No.3, pp.150-154, 2017.   DOI
12 D. Corsar and P. Edwards, "Challenges of Open Data Quality: More Than Just License, Format, and Customer Support," Journal of Data and Information Quality, Vol.9, No.1, pp.1-3, 2017.
13 C. Batini, C. Cappiello, C. Francalanci, and A. Maurino, "Methodologies for data quality assessment and improvement," ACM computing surveys (CSUR), Vol.41, No.3, p.16, 2009.
14 A. Vetro, L. Canova, M. Torchiano, C. O. Minotas, R. Iemma, and F. Morando, "Open data quality measurement framework: Definition and application to Open Government Data," Government Information Quarterly, Vol.33, No.2, pp.325-337, 2016.   DOI
15 Open Knowledge Foundation, "The Open Dat a Handbook," https://opendatahandbook.org/
16 Machova, Renata and Lněnička, Martin, "Evaluating the Quality of Open Data Portals on the National Level," Journal of theoretical and applied electronic commerce research, Vol.12, pp.21-41, 2017.   DOI
17 행정안전부, "공공데이터 개방 표준: 행정안전부고시 제 2019-1호," 2018.
18 Viscusi Gianluigi, Spahiu Blerina, Maurino Andrea, and Batini Carlo, "Compliance with open government data policies: An empirical assessment of Italian local public administrations," Information Polity, Vol.19, 2014.
19 Joshua Tauberer, "Open Government Data," 2012. https://opengovdata.io
20 행정안전부, "공공데이터 품질관리 수준평가 가이드," 2017.