A Data Quality Evaluation Index for Data Journals

被引:2
|
作者
Kong, Lihua [1 ,2 ,3 ]
Xi, Yan [3 ]
Lang, Yangqin [3 ]
Wang, Yang [3 ]
Zhang, Qingfei [3 ]
机构
[1] Chinese Acad Sci, Natl Sci Lib, Beijing 100190, Peoples R China
[2] Univ Chinese Acad Sci, Dept Lib Informat & Arch Management, Sch Econ & Management, Beijing 100409, Peoples R China
[3] Chinese Acad Sci, Comp Network Informat Ctr, Beijing 100190, Peoples R China
来源
BIG SCIENTIFIC DATA MANAGEMENT | 2019年 / 11473卷
关键词
Data publication; Data quality; Data journal; Data paper; Peer review;
D O I
10.1007/978-3-030-28061-1_29
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
As a new model of data sharing, data publication requires data to be reviewed and published together with a data descriptor. The peer review process of data publication is very different from that of traditional academic papers. It is still in a preliminary stage and awaits further discussion. This study proposes a data quality evaluation index system for data publishing, which aims to enable high-efficiency data sharing and make data accessible, intelligible, evaluable, and reusable.
引用
收藏
页码:291 / 300
页数:10
相关论文
共 50 条
  • [21] A framework for quality evaluation in data integration systems
    Akoka, J.
    Berti-Equille, L.
    Boucelma, O.
    Bouzeghoub, M.
    Comyn-Wattiau, I.
    Cosquer, M.
    Goasdoue-Thion, V.
    Kedad, Z.
    Nugier, S.
    Peralta, V.
    Sisaid-Cherfi, S.
    ICEIS 2007: PROCEEDINGS OF THE NINTH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS: INFORMATION SYSTEMS ANALYSIS AND SPECIFICATION, 2007, : 170 - +
  • [22] An Evaluation Method for the Magnetometer Calibration Data Quality
    Wu, Yinfeng
    Liu, Guolong
    Yu, Ning
    Feng, Renjian
    PROCEEDINGS OF THE 2021 IEEE INTERNATIONAL CONFERENCE ON FLEXIBLE AND PRINTABLE SENSORS AND SYSTEMS (FLEPS), 2021,
  • [23] Research on Data Currency Rule and Quality Evaluation
    Duan, Xuliang
    Guo, Bing
    Shen, Yan
    Shen, Yuncheng
    Dong, Xiangqian
    Zhang, Hong
    INFORMATION TECHNOLOGY AND CONTROL, 2021, 50 (02): : 247 - 263
  • [24] Evaluation of Data Quality of Multisite Electronic Health Record Data for Secondary Analysis
    Nobles, Alicia L.
    Vilankar, Ketki
    Wu, Hao
    Barnes, Laura E.
    PROCEEDINGS 2015 IEEE INTERNATIONAL CONFERENCE ON BIG DATA, 2015, : 2612 - 2620
  • [25] A Study on Data Profiling: Focusing on Attribute Value Quality Index
    Jang, Won-Jung
    Lee, Sung-Taek
    Kim, Jong-Bae
    Gim, Gwang-Yong
    APPLIED SCIENCES-BASEL, 2019, 9 (23):
  • [26] From Data Quality to Big Data Quality
    Batini, Carlo
    Rula, Anisa
    Scannapieco, Monica
    Viscusi, Gianluigi
    JOURNAL OF DATABASE MANAGEMENT, 2015, 26 (01) : 60 - 82
  • [27] Data Standards ≠ Data Quality
    Nahm, Meredith
    Hammond, W. Ed
    MEDINFO 2013: PROCEEDINGS OF THE 14TH WORLD CONGRESS ON MEDICAL AND HEALTH INFORMATICS, PTS 1 AND 2, 2013, 192 : 1208 - 1208
  • [28] The principle of R&D input data's normality and the evaluation of data quality
    Zhang Gang-yong
    Ruan Lu-ning
    PROCEEDINGS OF INTERNATIONAL SYMPOSIUM ON STATISTICS AND MANAGEMENT SCIENCE 2010, 2010, : 392 - 396
  • [29] A model for the evaluation of data quality in health unit websites
    Leite, Patricia
    Goncalves, Joaquim
    Teixeira, Paulo
    Rocha, Alvaro
    HEALTH INFORMATICS JOURNAL, 2016, 22 (03) : 479 - 495
  • [30] Evaluation of data quality at the National Cancer Registry of Ukraine
    Ryzhov, Anton
    Bray, Freddie
    Ferlay, Jacques
    Fedorenko, Zoya
    Goulak, Liudmyla
    Gorokh, Yevgeniy
    Soumkina, Olena
    Znaor, Ariana
    CANCER EPIDEMIOLOGY, 2018, 53 : 156 - 165