Query-Driven Approach to Entity Resolution

被引：31

作者：

Altwaijry, Hotham ^{[1
]}

Kalashnikov, Dmitri V. ^{[1
]}

Mehrotra, Sharad ^{[1
]}

机构：

[1] Univ Calif Irvine, Dept Comp Sci, Irvine, CA 92697 USA

来源：

PROCEEDINGS OF THE VLDB ENDOWMENT | 2013年 / 6卷 / 14期

基金：

美国国家科学基金会;

关键词：

D O I：

10.14778/2556549.2556567

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper explores "on-the-fly" data cleaning in the context of a user query. A novel Query-Driven Approach (QDA) is developed that performs a minimal number of cleaning steps that are only necessary to answer a given selection query correctly. The comprehensive empirical evaluation of the proposed approach demonstrates its significant advantage in terms of efficiency over traditional techniques for query driven applications.

引用

页码：1846 / 1857

页数：12

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