Heinrich, Bernd, Klier, Mathias, Obermeier, Andreas and Schiller, Alexander (2018) Event-Driven Duplicate Detection: A probability based Approach. In: European Conference on Information Systems (ECIS), June 23-28, 2018, Portsmouth, United Kingdom.
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Abstract
The importance of probability-based approaches for duplicate detection has been recognized in both research and practice. However, existing approaches do not aim to consider the underlying real-world events resulting in duplicates (e.g., that a relocation may lead to the storage of two records for the same customer, once before and after the relocation). Duplicates resulting from real-world ...
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| Item type: | Conference or workshop item (Paper) |
|---|---|
| Date: | September 2018 |
| Institutions: | Business, Economics and Information Systems > Institut für Wirtschaftsinformatik > Lehrstuhl für Wirtschaftsinformatik II (Prof. Dr. Bernd Heinrich) |
| Keywords: | Duplicate detection, Record linkage, Entity Resolution, Data quality |
| Dewey Decimal Classification: | 300 Social sciences > 330 Economics |
| Status: | Published |
| Refereed: | Yes, this version has been refereed |
| Created at the University of Regensburg: | Yes |
| Item ID: | 37587 |
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