17 search results - page 1 / 4 » A Versatile Record Linkage Method by Term Matching Model Usi... |
DEXA
2009
Springer
13 years 11 months ago
2009
Springer
We solve the problem of record linkage between databases where record fields are mixed and permuted in different ways. The solution method uses a conditional random fields model...
ICDM
2005
IEEE
13 years 10 months ago
2005
IEEE
Record linkage is the process of determining that two records refer to the same entity. A key subprocess is evaluating how well the individual fields, or attributes, of the recor...
PVLDB
2010
13 years 3 months ago
2010
In this paper, we present a new record linkage approach that uses entity behavior to decide if potentially different entities are in fact the same. An entity’s behavior is extra...
CIKM
2009
Springer
13 years 8 months ago
2009
Springer
Record linkage is an important data integration task that has many practical uses for matching, merging and duplicate removal in large and diverse databases. However, a quadratic ...
UAI
2004
13 years 6 months ago
2004
The task of matching co-referent records is known among other names as record linkage. For large record-linkage problems, often there is little or no labeled data available, but u...