Title :
Record Linkage in Data Warehousing: State-of-the-Art Analysis and Research Perspectives
Author :
Cuzzocrea, Alfredo ; Puglisi, Laura
Author_Institution :
ICAR-CNR, Univ. of Calabria, Rende, Italy
fDate :
Aug. 29 2011-Sept. 2 2011
Abstract :
While a wide collection of research proposals and results in the context of record linkage for relational databases exists, the problem of effectively supporting record linkage in Data Warehousing is still an open research challenge. Contrary to this actual trend, record linkage plays a critical role in such research context, with particular regard to the ETL (Extraction-Transformation-Loading) layer of Data Warehousing platforms. Hence, it is natural to propose a critical review of research contributions focused on record linkage in Data Warehousing, along with discussion on possible research perspectives, which is the main contribution of this paper.
Keywords :
data warehouses; relational databases; data warehousing; extraction-transformation-loading; record linkage context; relational databases; Cleaning; Context; Couplings; Data warehouses; Databases; Measurement; Warehousing;
Conference_Titel :
Database and Expert Systems Applications (DEXA), 2011 22nd International Workshop on
Conference_Location :
Toulouse
Print_ISBN :
978-1-4577-0982-1
DOI :
10.1109/DEXA.2011.70