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Interaction between Record Matching and Data Repairing

Summary: Unifies record matching and data repairing under a framework with integrity constraints, matching rules, and master data. Despite PSPACE-hard joint analysis, offers deterministic and confidence/entropy-based fixes; accuracy gains over heuristics on real data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h8ad5c073d6a10df1
Venue
SIGMOD
Year
2011
Pagerank
8.018482e-05
Overall Rank
2,784 | 81.29%
DOI
10.1145/1989323.1989373

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{fan_sigmod11,
        title = {{Interaction between Record Matching and Data Repairing}},
        author = {Fan, Wenfei and Li, Jianzhong and Ma, Shuai and Tang, Nan and Yu, Wenyuan},
        series = {{SIGMOD} '11},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1989323.1989373},
        url = {https://dl.acm.org/doi/10.1145/1989323.1989373},
        year = {2011}
}

Incoming Citations (Sorted by Pagerank)

Showing 17 of 17 citing papers.

Rank Citing Paper Year Venue Pagerank
652 Don’t be SCAREd: Use SCalable Automatic REpairing with Maximal Likelihood and Bounded Changes 2013 SIGMOD 0.00015121325
697 NADEEF: A Commodity Data Cleaning System 2013 SIGMOD 0.00014694048
767 The LLUNATIC Data-Cleaning Framework 2013 VLDB 0.00014114806
1,043 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00012335114
1,099 KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing 2015 SIGMOD 0.00012037058
2,423 BigDansing: A System for Big Data Cleansing 2015 SIGMOD 8.4877894e-05
2,964 Towards Dependable Data Repairing with Fixing Rules 2014 SIGMOD 7.8052551e-05
4,588 Cleaning Inconsistencies in Information Extraction via Prioritized Repairs 2014 PODS 6.5155201e-05
5,465 On Repairing Structural Problems In Semi-structured Data 2013 VLDB 6.1204491e-05
5,512 KATARA: Reliable Data Cleaning with Knowledge Bases and Crowdsourcing 2015 VLDB 6.0991137e-05
6,152 NADEEF: A Generalized Data Cleaning System 2013 VLDB 5.8693135e-05
6,381 Qualitative Data Cleaning 2016 VLDB 5.8066959e-05
6,525 Parallel Discrepancy Detection and Incremental Detection 2021 VLDB 5.756805e-05
7,543 Determining the Relative Accuracy of Attributes 2013 SIGMOD 5.4986002e-05
8,398 Deducing Certain Fixes to Graphs 2019 VLDB 5.3399392e-05
9,619 Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples 2016 SIGMOD 5.1502244e-05
10,691 The Case For Language Model Approximated LIKE Predicate 2026 SIGMOD 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

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

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