A Survey of Data Quality Measurement and Monitoring Tools

High-quality data is key to interpretable and trustworthy data analytics and the basis for meaningful data-driven decisions. In practical scenarios, data quality is typically associated with data preprocessing, profiling, and cleansing for subsequent tasks like data integration or data analytics. Ho...

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Bibliographic Details
Main Authors: Lisa Ehrlinger, Wolfram Wöß
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-03-01
Series:Frontiers in Big Data
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fdata.2022.850611/full