Incorporating String Transformations in Record Matching
Summary: Extends record matching by allowing user-defined string transformations (e.g., Robert/Bob) to define string similarity. Proposes an index-aware fuzzy-lookup framework that combines transformations with a base similarity, achieving better match quality and faster retrieval. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Arvind Arasu
- 2. Surajit Chaudhuri
- 3. Kris Ganjam
- 4. Raghav Kaushik
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,583 | Efficient Approximate Entity Extraction with Edit Distance Constraints | 2009 | SIGMOD | 6.944299e-05 |
| 5,892 | Efficient Approximate Search on String Collections (Tutorial) | 2009 | VLDB | 5.2829767e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 34 | Similarity Search in High Dimensions via Hashing | 1999 | VLDB | 0.00076824554 |
| 264 | Efficient Exact Set-Similarity Joins | 2006 | VLDB | 0.00029950264 |
| 321 | Record Linkage: Similarity Measures and Algorithms | 2006 | SIGMOD | 0.00027524716 |
| 7,723 | Data Cleaning in Microsoft SQL Server 2005 | 2005 | SIGMOD | 4.6626403e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 155 | Robust and Efficient Fuzzy Match for Online Data Cleaning | 2003 | SIGMOD | 0.00040666376 |
| 9,563 | Towards a Unified Framework for String Similarity Joins | 2019 | VLDB | 4.3212967e-05 |
| 4,907 | Probabilistic String Similarity Joins | 2010 | SIGMOD | 5.8365853e-05 |
| 4,682 | Approximate String Joins with Abbreviations | 2018 | VLDB | 5.9949001e-05 |
| 11,987 | Similarity Joins for Uncertain Strings | 2014 | SIGMOD | 4.1905499e-05 |
| 1,530 | Example-driven Design of Efficient Record Matching Queries | 2007 | VLDB | 0.00011483613 |
| 5,544 | On Indexing Error-Tolerant Set Containment | 2010 | SIGMOD | 5.4481372e-05 |
| 5,152 | String Similarity Measures and Joins with Synonyms | 2013 | SIGMOD | 5.6550754e-05 |
| 4,033 | Flexible String Matching Against Large Databases in Practice | 2004 | VLDB | 6.5125692e-05 |
| 3,457 | Learning String Transformations From Examples | 2009 | VLDB | 7.0753508e-05 |