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» Learning-Based Approaches for Matching Web Data Entities
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WSDM
2012
ACM
329views Data Mining» more  WSDM 2012»
13 years 5 months ago
Beyond 100 million entities: large-scale blocking-based resolution for heterogeneous data
A prerequisite for leveraging the vast amount of data available on the Web is Entity Resolution, i.e., the process of identifying and linking data that describe the same real-worl...
George Papadakis, Ekaterini Ioannou, Claudia Niede...
ESWS
2008
Springer
14 years 11 months ago
Entity Identifiers for Lineage Preservation
Abstract. The generation of entity identifiers is a key issue in the context of semantic web technologies. Entity identifiers are needed when we perform any kind of operation (e.g....
Julien Gaugaz, Gianluca Demartini
AICT
2006
IEEE
15 years 3 months ago
A Topic-based approach to express dynamic capabilities of Semantic WS-Resources
The release of WSRF showed that an OGSA infrastructure of stateful WS-Resources could be built on top of plain WSDL, while retaining Web services as stateless entities. This Grid ...
Ramses Rodriguez, Carmen Costilla, Antonio Calleja
WSDM
2012
ACM
252views Data Mining» more  WSDM 2012»
13 years 5 months ago
WebSets: extracting sets of entities from the web using unsupervised information extraction
We describe a open-domain information extraction method for extracting concept-instance pairs from an HTML corpus. Most earlier approaches to this problem rely on combining cluste...
Bhavana Bharat Dalvi, William W. Cohen, Jamie Call...
CORR
2011
Springer
185views Education» more  CORR 2011»
14 years 4 months ago
Large-Scale Collective Entity Matching
There have been several recent advancements in Machine Learning community on the Entity Matching (EM) problem. However, their lack of scalability has prevented them from being app...
Vibhor Rastogi, Nilesh N. Dalvi, Minos N. Garofala...