2023
DOI: 10.1007/s12525-023-00677-w
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Sanitizing data for analysis: Designing systems for data understanding

Joshua Holstein,
Max Schemmer,
Johannes Jakubik
et al.

Abstract: As organizations accumulate vast amounts of data for analysis, a significant challenge remains in fully understanding these datasets to extract accurate information and generate real-world impact. Particularly, the high dimensionality of datasets and the lack of sufficient documentation, specifically the provision of metadata, often limit the potential to exploit the full value of data via analytical methods. To address these issues, this study proposes a hybrid approach to metadata generation, that leverages … Show more

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Cited by 4 publications
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