Towards Identifying Intent of Data Errors
Published in VLDB Workshop (Proceedings of the VLDB Endowment, ISSN 2150-8097), 2025
This paper explores the problem of identifying the intent behind data errors — whether errors are accidental, systematic, or malicious. Understanding the provenance and intent of data errors is a critical step towards more effective data cleaning and data quality management.
Authors: Mohamed Abdelmaksoud, Konrad Rieck, Ziawasch Abedjan
Venue: Proceedings of the VLDB Endowment (PVLDB), ISSN 2150-8097
Recommended citation: Abdelmaksoud, Mohamed, Konrad Rieck, and Ziawasch Abedjan. "Towards Identifying Intent of Data Errors." Proceedings of the VLDB Endowment. ISSN 2150-8097.