Automatic Module Detection in Data Cleaning Workflows: Enabling Transparency and Recipe Reuse

Before data from multiple sources can be analyzed, data cleaning workflows (“recipes”) usually need to be employed to improve data quality. We identify a number of technical problems that make application of FAIR principles to data cleaning recipes challenging. We then demonstrate how transparency...

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Bibliographic Details
Main Authors: Lan Li, Nikolaus Parulian, Bertram Ludäscher
Format: Article
Language:English
Published: University of Edinburgh 2022-04-01
Series:International Journal of Digital Curation
Online Access:http://www.ijdc.net/article/view/771