6 search results - page 1 / 2 » Iterative record linkage for cleaning and integration |
DMKD
2004
ACM
13 years 10 months ago
2004
ACM
Record linkage, the problem of determining when two records refer to the same entity, has applications for both data cleaning (deduplication) and for integrating data from multipl...
KDD
2008
ACM
14 years 4 months ago
2008
ACM
Matching records that refer to the same entity across databases is becoming an increasingly important part of many data mining projects, as often data from multiple sources needs ...
CIKM
2007
Springer
13 years 10 months ago
2007
Springer
We study the parallelization of the (record) linkage problem – i.e., to identify matching records between two collections of records, A and B. One of main idiosyncrasies of the ...
VLDB
2001
ACM
13 years 9 months ago
2001
ACM
Cleaning data of errors in structure and content is important for data warehousing and integration. Current solutions for data cleaning involve many iterations of data “auditing...
KDD
2003
ACM
14 years 4 months ago
2003
ACM
The problem of identifying approximately duplicate records in databases is an essential step for data cleaning and data integration processes. Most existing approaches have relied...