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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
9778
Venue
VLDB
Year
2007
Pagerank
0.00010361222
Overall Rank
1,560 | 89.30%
DOI
10.14778/1325851.1325859

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{chaudhuri_vldb07,
        title = {{Example-driven Design of Efficient Record Matching Queries}},
        author = {Chaudhuri, Surajit and Chen, Bee-Chung and Ganti, Venkatesh and Kaushik, Raghav},
        journal = {PVLDB},
        series = {{VLDB} '07},
        volume = {1},
        number = {1},
        pages = {327--338},
        doi = {10.14778/1325851.1325859},
        url = {https://doi.org/10.14778/1325851.1325859},
        year = {2007}
}

Incoming Citations (Sorted by Pagerank)

Showing 13 of 13 citing papers.

Rank Citing Paper Year Venue Pagerank
248 Evaluation of entity resolution approaches on real-world match problems 2010 VLDB 0.00023278354
528 On Active Learning of Record Matching Packages 2010 SIGMOD 0.00017100838
619 Reasoning about Record Matching Rules 2009 VLDB 0.00015707247
911 Ed-Join: An Efficient Algorithm for Similarity Joins With Edit Distance Constraints 2008 VLDB 0.00013283031
1,248 Entity Matching: How Similar Is Similar 2011 VLDB 0.00011498301
2,290 ZeroER: Entity Resolution using Zero Labeled Examples 2020 SIGMOD 8.799251e-05
2,478 Keyword++: A Framework to Improve Keyword Search Over Entity Databases 2010 VLDB 8.5223053e-05
3,446 Efficient Approximate Entity Extraction with Edit Distance Constraints 2009 SIGMOD 7.4087786e-05
3,509 Learning String Transformations From Examples 2009 VLDB 7.3562691e-05
5,667 Efficient Approximate Search on String Collections (Tutorial) 2009 VLDB 6.1279762e-05
5,754 Industry-Scale Duplicate Detection 2008 VLDB 6.0977946e-05
9,088 Comparative evaluation of entity resolution approaches with FEVER 2009 VLDB 5.3251649e-05
9,930 Data Augmentation for ML-driven Data Preparation and Integration 2021 VLDB 5.1955087e-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
58 The Merge/Purge Problem for Large Databases 1995 SIGMOD 0.00040116748
107 Approximate String Joins in a Database (Almost) for Free 2001 VLDB 0.00033511706
158 Robust and Efficient Fuzzy Match for Online Data Cleaning 2003 SIGMOD 0.00028199923
160 Integration of Heterogeneous Databases Without Common Domains Using Queries Based on Textual Similarity 1998 SIGMOD 0.0002802209
169 Efficient Exact Set-Similarity Joins 2006 VLDB 0.0002743469
200 Efficient set joins on similarity predicates 2004 SIGMOD 0.00025597287
201 Declarative Data Cleaning: Language, Model, and Algorithms 2001 VLDB 0.00025558602
254 Record Linkage: Similarity Measures and Algorithms 2006 SIGMOD 0.00023199211
717 Automatic segmentation of text into structured records 2001 SIGMOD 0.00014649121
3,568 MOMA - A Mapping-based Object Matching System 2007 CIDR 7.3021209e-05
3,610 Merging the Results of Approximate Match Operations 2004 VLDB 7.2593873e-05
4,009 Flexible String Matching Against Large Databases in Practice 2004 VLDB 6.9612537e-05
8,080 Data Integration through Transform Reuse in the Morpheus Project 2006 SIGMOD 5.4921445e-05
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