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Example-driven Design of Efficient Record Matching Queries

Summary: Example-driven search over the record-matching query space using positives/negatives to propose an initial, editable query. Efficient, explainable design uses standard RDBMS operators for scalability and is demonstrated on real-world datasets. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9588
Venue
VLDB
Year
2007
Pagerank
0.00011483613
Overall Rank
1,530 | 89.37%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 13 of 13 citing papers.

Rank Citing Paper Year Venue Pagerank
318 Evaluation of entity resolution approaches on real-world match problems 2010 VLDB 0.00027850417
507 On Active Learning of Record Matching Packages 2010 SIGMOD 0.00021474096
700 Reasoning about Record Matching Rules 2009 VLDB 0.00017927576
1,232 Ed-Join: An Efficient Algorithm for Similarity Joins With Edit Distance Constraints 2008 VLDB 0.00013133604
1,338 Entity Matching: How Similar Is Similar 2011 VLDB 0.00012501156
2,027 Keyword++: A Framework to Improve Keyword Search Over Entity Databases 2010 VLDB 9.7396736e-05
3,057 ZeroER: Entity Resolution using Zero Labeled Examples 2020 SIGMOD 7.6458287e-05
3,457 Learning String Transformations From Examples 2009 VLDB 7.0753508e-05
3,583 Efficient Approximate Entity Extraction with Edit Distance Constraints 2009 SIGMOD 6.944299e-05
5,235 Industry-Scale Duplicate Detection 2008 VLDB 5.6084247e-05
5,892 Efficient Approximate Search on String Collections (Tutorial) 2009 VLDB 5.2829767e-05
8,936 Comparative evaluation of entity resolution approaches with FEVER 2009 VLDB 4.4229886e-05
9,776 Data Augmentation for ML-driven Data Preparation and Integration 2021 VLDB 4.2815042e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
67 The Merge/Purge Problem for Large Databases 1995 SIGMOD 0.00061419648
125 Approximate String Joins in a Database (Almost) for Free 2001 VLDB 0.00044946098
150 Integration of Heterogeneous Databases Without Common Domains Using Queries Based on Textual Similarity 1998 SIGMOD 0.00041081536
155 Robust and Efficient Fuzzy Match for Online Data Cleaning 2003 SIGMOD 0.00040666376
198 Declarative Data Cleaning: Language, Model, and Algorithms 2001 VLDB 0.0003505869
248 Efficient set joins on similarity predicates 2004 SIGMOD 0.00030888982
264 Efficient Exact Set-Similarity Joins 2006 VLDB 0.00029950264
321 Record Linkage: Similarity Measures and Algorithms 2006 SIGMOD 0.00027524716
636 Automatic segmentation of text into structured records 2001 SIGMOD 0.00018815341
3,521 Merging the Results of Approximate Match Operations 2004 VLDB 7.0112669e-05
3,708 MOMA - A Mapping-based Object Matching System 2007 CIDR 6.8213121e-05
4,033 Flexible String Matching Against Large Databases in Practice 2004 VLDB 6.5125692e-05
7,428 Data Integration through Transform Reuse in the Morpheus Project 2006 SIGMOD 4.7278364e-05
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Overall Rank Paper Year Venue Pagerank
278 Efficient IR-Style Keyword Search over Relational Databases 2003 VLDB 0.00029322862
3,034 RapidMatch: A Holistic Approach to Subgraph Query Processing 2021 VLDB 7.6737281e-05
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869 An Efficient SQL-based RDF Querying Scheme 2005 VLDB 0.00015734541
1,338 Entity Matching: How Similar Is Similar 2011 VLDB 0.00012501156
321 Record Linkage: Similarity Measures and Algorithms 2006 SIGMOD 0.00027524716
7,170 Database Support for Matching: Limitations and Opportunities 2006 SIGMOD 4.807309e-05
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1,502 Discovering Queries based on Example Tuples 2014 SIGMOD 0.00011614522