In this paper, we present an online learning approach for the record linkage problem in the product normalization setting, in which a similarity function is ...
In this paper, we consider a new domain where the record linkage problem is manifested: Internet comparison shopping. We address the resulting linkage setting ...
Adaptive Product Normalization: Using Online Learning for Record Linkage in Comparison Shopping. Mikhail Bilenko. Sugato Basu. Mehran Sahami.
In this paper, we consider a new domain where the record linkage problem is manifested: Internet comparison shopping. We address the resulting linkage setting ...
In this paper, we consider a new domain where the record linkage problem is manifested: Internet comparison shopping. We address the resulting linkage setting ...
Adaptive product normalization: Using online learning for record linkage in comparison shopping. M Bilenko, S Basil, M Sahami. Fifth IEEE International ...
136 pages. Adaptive Product Normalization: Using Online Learning for Record Linkage in Comparison Shopping [Details] [PDF] Mikhail Bilenko, Sugato Basu, and ...
[PDF] Adaptive Blocking: Learning to Scale Up Record Linkage
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This paper introduces an adaptive framework for automatically learning blocking functions that are efficient and accurate, and describes two predicate-based ...
Product normalization, which determines whether products are referring to the same underlying entity, is a fundamental task of data management in C2C market.
Adaptive Product Normalization: Using Online Learning for Record Linkage in Comparison Shopping pp. 58-65. Using Information-Theoretic Measures to Assess ...