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Adaptive Filtering for Efficient Record Linkage
[chapter]
2004
Proceedings of the 2004 SIAM International Conference on Data Mining
The process of identifying record pairs that represent the same real-world entity in multiple databases, commonly known as record linkage, is one of the important initial steps in many data mining applications. Record linkage of millions of records is a computationally expensive task. Various blocking methods have been used in record linkage systems to reduce the number of record pairs for comparison. A good blocking key is critical to the success of a blocking method and will ideally result in
doi:10.1137/1.9781611972740.50
dblp:conf/sdm/GuB04
fatcat:ssl42uqrkzhazb7x333smkxz3a