Browsing by Author "Schmitz, Martin"

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    Survey on Data Quality and Provenance
    (2021-11) Schmitz, Martin
    This technical report summarizes research on data quality, provenance and truth discovery from the last decades. It examines opportunities to use machine learning methods to enhance data quality and provenance. This report can serve as a starting point to nd the key publications of the topics "provenance" and "data quality" and to do further research in those areas in general as well as in combination with machine learning algorithms.