Sciweavers

DEXA
2011
Springer
234views Database» more  DEXA 2011»
12 years 11 months ago
Learning Top-k Transformation Rules
Record linkage identifies multiple records referring to the same entity even if they are not bit-wise identical. It is thus an essential technology for data integration and data c...
Sunanda Patro, Wei Wang
SSDBM
2011
IEEE
234views Database» more  SSDBM 2011»
13 years 3 months ago
Privacy Preserving Group Linkage
The problem of privacy-preserving record linkage is to find the intersection of records from two parties, while not revealing any private records to each other. Recently, group li...
Fengjun Li, Yuxin Chen, Bo Luo, Dongwon Lee, Peng ...
TKDE
2011
363views more  TKDE 2011»
13 years 6 months ago
Efficient Techniques for Online Record Linkage
—The need to consolidate the information contained in heterogeneous data sources has been widely documented in recent years. In order to accomplish this goal, an organization mus...
Debabrata Dey, Vijay S. Mookerjee, Dengpan Liu
DMIN
2009
142views Data Mining» more  DMIN 2009»
13 years 9 months ago
Efficient Record Linkage using a Double Embedding Scheme
Record linkage is the problem of identifying similar records across different data sources. The similarity between two records is defined based on domain-specific similarity functi...
Noha Adly
PVLDB
2010
110views more  PVLDB 2010»
13 years 9 months ago
Behavior Based Record Linkage
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...
Mohamed Yakout, Ahmed K. Elmagarmid, Hazem Elmelee...
PSD
2010
Springer
189views Database» more  PSD 2010»
13 years 9 months ago
Privacy-Preserving Record Linkage
Record linkage has a long tradition in both the statistical and the computer science literature. We survey current approaches to the record linkage problem in a privacy-aware setti...
Rob Hall, Stephen E. Fienberg
DM
2002
105views more  DM 2002»
13 years 11 months ago
Research problems
This paper provides an overview of methods and systems developed for record linkage. Modern record linkage begins with the pioneering work of Newcombe and is especially based on t...
AAAI
2006
14 years 25 days ago
Learning Blocking Schemes for Record Linkage
Record linkage is the process of matching records across data sets that refer to the same entity. One issue within record linkage is determining which record pairs to consider, si...
Matthew Michelson, Craig A. Knoblock
ICAI
2007
14 years 26 days ago
EntityBases: Compiling, Organizing and Querying Massive Entity Repositories
– The current approaches for linking information across sources, often called record linkage, require finding common attributes between the sources and comparing the records usin...
Craig A. Knoblock, José Luis Ambite, Kavita...
AUSDM
2006
Springer
91views Data Mining» more  AUSDM 2006»
14 years 3 months ago
Towards Automated Record Linkage
The field of Record Linkage is concerned with identifying records from one or more datasets which refer to the same underlying entities. Where entity-unique identifiers are not av...
Karl Goiser, Peter Christen