A Conceptual Framework for Data Cleansing A Novel Approach to Support the Cleansing Process

Sarpong, Kofi Adu-Manu; Davis, Joseph G.; Panford, Joseph Kobina

doi:10.5120/13447-1310

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Data Cleansing Design1

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2016

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“…The conceptual framework in [13], illustrates how data is extracted, cleaned, transformed, and loaded from source computers into the central database. The design of our proposed system takes into consideration the file format, the user interactivity, the cleaning process, and maintenance.…”

Section: Data Cleansing Designmentioning

confidence: 99%

iCleaner: A Data Cleansing Tool for Outlier Detection in a Data Warehousing Environment

Adu-Manu

Arthur

Panford

et al. 2016

BJMCS

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This work was carried out in collaboration between all authors. Author KSAM proposed the concerned problem, designed the study, implemented the algorithm, and wrote the first draft of the manuscript. Authors JKP and JGD reviewed the algorithm, managed the analyses of the study and evaluated the experimental results. Author JKA managed literature searches. All authors read and approved the final manuscript.

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Section: Data Cleansing Designmentioning

confidence: 99%