Leveraging Currency for Repairing Inconsistent and Incomplete Data

Data quality plays a key role in big data management today. With the explosive growth of data from a variety of sources, the quality of data is faced with multiple problems. Motivated by this, we study the multiple data cleaning on incompleteness and inconsistency with currency reasoning and determi...

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Veröffentlicht in:	IEEE transactions on knowledge and data engineering 2022-03, Vol.34 (3), p.1288-1302
Hauptverfasser:	Ding, Xiaoou, Wang, Hongzhi, Su, Jiaxuan, Wang, Muxian, Li, Jianzhong, Gao, Hong
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Big Data Cleaning Companies Currencies currency determining Data cleaning Data management data quality management Datasets Maintenance engineering Remuneration Repair temporal data repairing Urban areas
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