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Trie-Join: Efficient Trie-based String Similarity Joins with Edit-Distance Constraints

Summary: Trie-Join uses a trie to index strings and prune subtries for edit-distance constrained similarity joins. Small indexes, efficient dynamic updates, and order-of-magnitude speedups on short strings across real data sets. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10056
Venue
VLDB
Year
2010
Pagerank
6.3521675e-05
Overall Rank
4,216 | 70.68%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 18 of 18 citing papers.

Rank Citing Paper Year Venue Pagerank
1,396 Can We Beat the Prefix Filtering? An Adaptive Framework for Similarity Join and Search 2012 SIGMOD 0.00012204748
2,175 Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services 2017 SIGMOD 9.3644117e-05
2,592 Pass-Join: A Partition-based Method for Similarity Joins 2012 VLDB 8.4795761e-05
2,740 String Similarity Joins: An Experimental Evaluation 2014 VLDB 8.1980628e-05
3,774 Efficient Exact Edit Similarity Query Processing with the Asymmetric Signature Scheme 2011 SIGMOD 6.7757301e-05
4,212 Unicorn: A Unified Multi-tasking Model for Supporting Matching Tasks in Data Integration 2023 SIGMOD 6.3555142e-05
4,684 Approximate String Joins with Abbreviations 2018 VLDB 6.0006406e-05
5,151 String Similarity Measures and Joins with Synonyms 2013 SIGMOD 5.6609851e-05
5,232 SEAL: Spatio-Textual Similarity Search 2012 VLDB 5.6136151e-05
6,004 Compression of Uncertain Trajectories in Road Networks 2020 VLDB 5.2415551e-05
6,726 A Pivotal Prefix Based Filtering Algorithm for String Similarity Search 2014 SIGMOD 4.9484027e-05
7,109 Efficient Similarity Join and Search on Multi-Attribute Data 2015 SIGMOD 4.8292998e-05
7,215 SyncSignature: A Simple, Efficient, Parallelizable Framework for Tree Similarity Joins 2023 VLDB 4.7985991e-05
7,474 Cardinality Estimation of Approximate Substring Queries using Deep Learning 2022 VLDB 4.7194345e-05
7,588 Scalable Column Concept Determination for Web Tables Using Large Knowledge Bases 2013 VLDB 4.7030914e-05
9,567 META: An Efficient Matching-Based Method for Error-Tolerant Autocompletion 2016 VLDB 4.3254416e-05
9,933 Efficient and Effective KNN Sequence Search with Approximate n-grams 2014 VLDB 4.2500258e-05
11,087 Dealing with Acronyms, Abbreviations, and Typos in Real-World Entity Matching 2024 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

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

Rank Cited Paper Year Venue Pagerank
125 Approximate String Joins in a Database (Almost) for Free 2001 VLDB 0.00044847972
155 Robust and Efficient Fuzzy Match for Online Data Cleaning 2003 SIGMOD 0.00040637896
250 Efficient set joins on similarity predicates 2004 SIGMOD 0.00030661988
266 Efficient Exact Set-Similarity Joins 2006 VLDB 0.00029718727
1,202 VGRAM: Improving Performance of Approximate Queries on String Collections Using Variable-Length Grams 2007 VLDB 0.00013326298
1,234 Ed-Join: An Efficient Algorithm for Similarity Joins With Edit Distance Constraints 2008 VLDB 0.00013122499
2,073 Extending Autocompletion To Tolerate Errors 2009 SIGMOD 9.6142791e-05
2,213 n-Gram/2L: A Space and Time Efficient Two-Level n-Gram Inverted Index Structure 2005 VLDB 9.2765152e-05
4,988 Incremental Maintenance of Length Normalized Indexes for Approximate String Matching 2009 SIGMOD 5.783959e-05
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Overall Rank Paper Year Venue Pagerank
4,901 Probabilistic String Similarity Joins 2010 SIGMOD 5.8411648e-05
5,151 String Similarity Measures and Joins with Synonyms 2013 SIGMOD 5.6609851e-05
4,684 Approximate String Joins with Abbreviations 2018 VLDB 6.0006406e-05
1,396 Can We Beat the Prefix Filtering? An Adaptive Framework for Similarity Join and Search 2012 SIGMOD 0.00012204748
9,563 Towards a Unified Framework for String Similarity Joins 2019 VLDB 4.3254416e-05
6,241 Scaling Similarity Joins over Tree-Structured Data 2015 VLDB 5.1411469e-05
11,979 Similarity Joins for Uncertain Strings 2014 SIGMOD 4.1945683e-05
1,234 Ed-Join: An Efficient Algorithm for Similarity Joins With Edit Distance Constraints 2008 VLDB 0.00013122499
2,592 Pass-Join: A Partition-based Method for Similarity Joins 2012 VLDB 8.4795761e-05
2,740 String Similarity Joins: An Experimental Evaluation 2014 VLDB 8.1980628e-05