A machine learning approach to create blocking criteria for record linkage.
Record linkage, a part of data cleaning, is recognized as one of most expensive steps in data warehousing. Most record linkage (RL) systems employ a strategy of using blocking filters to reduce the number of pairs to be matched. A blocking filter consists of a number of blocking criteria. Until rece...
| Publicado en: | Health Care Management Science Vol. 18; no. 1; pp. 93 - 106 |
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| Autor principal: | |
| Formato: | Journal Article |
| Publicado: |
Springer Nature
Mar2015
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| Acceso en línea: | Ver este registro en EBSCOhost |