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Event-Driven Duplicate Detection: A probability based Approach

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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Date of publication of this fulltext: 07 Aug 2018 12:52

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
Owner only: item control page

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