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Data quality evaluation: Methodology and key factors

  • Ying Yang
  • , Yuan Yuan
  • , Bo Li*
  • *此作品的通讯作者
  • Aviation Industry of China
  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Data Quality Evaluation is becoming an institutionalized stage in data quality lifecycle. More and more practice is promoted by data management and user organization in specific fields especially in better informationalized application circumstance. In order to improve the ability of data quality evaluation, the paper presents the key factors for data quality assessment and measurement. On the base of analyzing the main methodologies and standards on data quality management, the key factors includes objectives, general principles, characteristics, measurement function etc.

源语言英语
主期刊名Smart Computing and Communication - 2nd International Conference, SmartCom 2017, Proceedings
编辑Meikang Qiu
出版商Springer Verlag
222-230
页数9
ISBN(印刷版)9783319738291
DOI
出版状态已出版 - 2018
活动2nd International Conference on Smart Computing and Communication, SmartCom 2017 - Shenzhen, 中国
期限: 10 12月 201712 12月 2017

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
10699 LNCS
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议2nd International Conference on Smart Computing and Communication, SmartCom 2017
国家/地区中国
Shenzhen
时期10/12/1712/12/17

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