Robust and Efficient Fuzzy Match for Online Data Cleaning
Summary: Proposes a novel similarity function addressing limitations of fuzzy-match metrics for data cleaning. Develops an efficient fuzzy-match algorithm for real-time validation/cleansing of incoming tuples against reference tables; demonstrated on real datasets. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Surajit Chaudhuri (Microsoft)
- 2. Kris Ganjam (Microsoft)
- 3. Venkatesh Ganti (Microsoft)
- 4. Rajeev Motwani (Stanford University)
BibTeX Citation
@inproceedings{chaudhuri_sigmod03,
title = {{Robust and Efficient Fuzzy Match for Online Data Cleaning}},
author = {Chaudhuri, Surajit and Ganjam, Kris and Ganti, Venkatesh and Motwani, Rajeev},
series = {{SIGMOD} '03},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/872757.872796},
url = {https://dl.acm.org/doi/10.1145/872757.872796},
year = {2003}
}Incoming Citations (Sorted by Pagerank)
Showing 7 of 57 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,505 | The Case For Language Model Approximated LIKE Predicate | 2026 | SIGMOD | 5.093636e-05 |
| 11,368 | Towards Better Bounds for Finding Quasi-Identifiers * | 2023 | PODS | 5.093636e-05 |
| 11,705 | TQEL: Framework for Query-Driven Linking of Top-K Entities in Social Media Blogs | 2021 | VLDB | 5.093636e-05 |
| 12,564 | Building a Global Location Search Service | 2008 | SIGMOD | 5.093636e-05 |
| 12,655 | Bridging the Application and DBMS Profiling Divide for Database Application Developers | 2007 | VLDB | 5.093636e-05 |
| 12,671 | Randomized Algorithms for Data Reconciliation in Wide Area Aggregate Query Processing | 2007 | VLDB | 5.093636e-05 |
| 12,737 | SPIDER: Flexible Matching in Databases | 2005 | SIGMOD | 5.093636e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 56 | M-tree: An Efficient Access Method for Similarity Search in Metric Spaces | 1997 | VLDB | 0.00040719947 |
| 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 |
| 160 | Integration of Heterogeneous Databases Without Common Domains Using Queries Based on Textual Similarity | 1998 | SIGMOD | 0.0002802209 |
| 306 | Eliminating Fuzzy Duplicates in Data Warehouses | 2002 | VLDB | 0.00021839661 |
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