Data cleansing, integral in integrating heterogeneous data sources, must be tackled alongside schema related transformations. This paper addresses the data quality issues rectified by data cleansing, providing an overview of main approaches and their application in data warehousing, ETL processes, and BI tools. Current data cleansing techniques are also discussed.
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Mandala et al. (2024) studied this question.
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