Using SPIDER: An Experience Report
Summary: Experience report on SPIDER, a SQL-driven framework for flexible, fuzzy string matching over large databases. It uses tf-idf weighted q-grams and cosine similarity with declarative SQL preprocessing to leverage DBMS optimizers for scalable data cleaning and integration. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Nick Koudas
- 2. Amit Marathe
- 3. Divesh Srivastava
Incoming Citations (Sorted by Pagerank)
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,033 | Flexible String Matching Against Large Databases in Practice | 2004 | VLDB | 6.5125692e-05 |
| 9,436 | Approximate Joins: Concepts and Techniques | 2005 | VLDB | 4.3399748e-05 |
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| 7,668 | Incorporating String Transformations in Record Matching | 2008 | SIGMOD | 4.6788985e-05 |
| 125 | Approximate String Joins in a Database (Almost) for Free | 2001 | VLDB | 0.00044946098 |
| 1,530 | Example-driven Design of Efficient Record Matching Queries | 2007 | VLDB | 0.00011483613 |
| 4,432 | Sampling Dirty Data for Matching Attributes | 2010 | SIGMOD | 6.1858589e-05 |
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| 4,033 | Flexible String Matching Against Large Databases in Practice | 2004 | VLDB | 6.5125692e-05 |
| 12,553 | SPIDER: Flexible Matching in Databases | 2005 | SIGMOD | 4.1905499e-05 |