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
- 2. Kris Ganjam
- 3. Venkatesh Ganti
- 4. Rajeev Motwani
Incoming Citations (Sorted by Pagerank)
Showing 7 of 57 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,216 | The Case For Language Model Approximated LIKE Predicate | 2026 | SIGMOD | 4.1905499e-05 |
| 11,165 | Towards Better Bounds for Finding Quasi-Identifiers * | 2023 | PODS | 4.1905499e-05 |
| 11,511 | TQEL: Framework for Query-Driven Linking of Top-K Entities in Social Media Blogs | 2021 | VLDB | 4.1905499e-05 |
| 12,379 | Building a Global Location Search Service | 2008 | SIGMOD | 4.1905499e-05 |
| 12,470 | Bridging the Application and DBMS Profiling Divide for Database Application Developers | 2007 | VLDB | 4.1905499e-05 |
| 12,487 | Randomized Algorithms for Data Reconciliation in Wide Area Aggregate Query Processing | 2007 | VLDB | 4.1905499e-05 |
| 12,553 | SPIDER: Flexible Matching in Databases | 2005 | SIGMOD | 4.1905499e-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 |
|---|---|---|---|---|
| 67 | The Merge/Purge Problem for Large Databases | 1995 | SIGMOD | 0.00061419648 |
| 91 | M-tree: An Efficient Access Method for Similarity Search in Metric Spaces | 1997 | VLDB | 0.00051785122 |
| 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 |
| 279 | Eliminating Fuzzy Duplicates in Data Warehouses | 2002 | VLDB | 0.00029141798 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,396 | Can We Beat the Prefix Filtering? An Adaptive Framework for Similarity Join and Search | 2012 | SIGMOD | 0.00012215253 |
| 1,530 | Example-driven Design of Efficient Record Matching Queries | 2007 | VLDB | 0.00011483613 |
| 11,307 | TokenJoin: Efficient Filtering for Set Similarity Join with Maximum Weighted Bipartite Matching | 2023 | VLDB | 4.1905499e-05 |
| 7,723 | Data Cleaning in Microsoft SQL Server 2005 | 2005 | SIGMOD | 4.6626403e-05 |
| 5,388 | Auto-FuzzyJoin: Auto-Program Fuzzy Similarity Joins Without Labeled Examples | 2021 | SIGMOD | 5.5342724e-05 |
| 4,432 | Sampling Dirty Data for Matching Attributes | 2010 | SIGMOD | 6.1858589e-05 |
| 1,338 | Entity Matching: How Similar Is Similar | 2011 | VLDB | 0.00012501156 |
| 3,521 | Merging the Results of Approximate Match Operations | 2004 | VLDB | 7.0112669e-05 |
| 4,033 | Flexible String Matching Against Large Databases in Practice | 2004 | VLDB | 6.5125692e-05 |
| 279 | Eliminating Fuzzy Duplicates in Data Warehouses | 2002 | VLDB | 0.00029141798 |