Database Paper Browser

Back to papers

Leveraging Set Relations in Exact Set Similarity Join

Summary: Leverages index- and answer-level set relations to improve exact set similarity join beyond standard filtering-verification. Index-blocking reduces filtering to linear cost; incremental answer reuse across similar sets yields speedups on 21 real datasets. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11586
Venue
VLDB
Year
2017
Pagerank
7.0696567e-05
Overall Rank
3,461 | 75.95%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 13 of 13 citing papers.

Rank Citing Paper Year Venue Pagerank
1,185 JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes 2019 SIGMOD 0.00013432692
4,350 Overlap Set Similarity Joins with Theoretical Guarantees 2018 SIGMOD 6.2576191e-05
6,080 Pigeonring: A Principle for Faster Thresholded Similarity Search 2019 VLDB 5.219249e-05
7,698 Near-Duplicate Text Alignment with One Permutation Hashing 2024 SIGMOD 4.6699546e-05
8,284 TxtAlign: Efficient Near-Duplicate Text Alignment Search via Bottom-k Sketches for Plagiarism Detection 2022 SIGMOD 4.5392079e-05
8,528 FINEX: A Fast Index for Exact & Flexible Density-Based Clustering 2023 SIGMOD 4.4893996e-05
10,245 SeDA: Bridging the Gap between Efficient Syntactic and Precise Semantic Search of Similar Passages in Large Text Corpora 2026 VLDB 4.1905499e-05
10,280 FB*: A Compact Index for Efficient and Exact Density-based Clustering 2026 VLDB 4.1905499e-05
10,714 Extensible and Robust Evaluation of Similarity Queries 2025 VLDB 4.1905499e-05
11,249 A Two-Level Signature Scheme for Stable Set Similarity Joins 2023 VLDB 4.1905499e-05
11,307 TokenJoin: Efficient Filtering for Set Similarity Join with Maximum Weighted Bipartite Matching 2023 VLDB 4.1905499e-05
11,508 LES3: Learning-based Exact Set Similarity Search 2021 VLDB 4.1905499e-05
11,730 ZigZag: Supporting Similarity Queries on Vector Space Models 2018 SIGMOD 4.1905499e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 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
150 Integration of Heterogeneous Databases Without Common Domains Using Queries Based on Textual Similarity 1998 SIGMOD 0.00041081536
264 Efficient Exact Set-Similarity Joins 2006 VLDB 0.00029950264
265 CrowdER: Crowdsourcing Entity Resolution 2012 VLDB 0.00029904018
442 Efficient Parallel Set-Similarity Joins Using MapReduce 2010 SIGMOD 0.00023095823
1,299 Bayesian Locality Sensitive Hashing for Fast Similarity Search 2012 VLDB 0.00012712766
1,396 Can We Beat the Prefix Filtering? An Adaptive Framework for Similarity Join and Search 2012 SIGMOD 0.00012215253
1,775 V-SMART-Join: A Scalable MapReduce Framework for All-Pair Similarity Joins of Multisets and Vectors 2012 VLDB 0.00010584816
2,012 ATLAS: A Probabilistic Algorithm for High Dimensional Similarity Search 2011 SIGMOD 9.8007613e-05
3,139 ClusterJoin: A Similarity Joins Framework using Map-Reduce 2014 VLDB 7.4915127e-05
3,209 An Empirical Evaluation of Set Similarity Join Techniques 2016 VLDB 7.3793885e-05
3,294 Spatio-Textual Similarity Joins 2013 VLDB 7.2590482e-05
3,869 An Efficient Filter for Approximate Membership Checking 2008 SIGMOD 6.6776679e-05
4,041 An Efficient Partition Based Method for Exact Set Similarity Joins 2016 VLDB 6.5048916e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
442 Efficient Parallel Set-Similarity Joins Using MapReduce 2010 SIGMOD 0.00023095823
1,396 Can We Beat the Prefix Filtering? An Adaptive Framework for Similarity Join and Search 2012 SIGMOD 0.00012215253
1,757 Efficient Processing of Joins on Set-valued Attributes 2003 SIGMOD 0.00010659352
8,899 Fast Approximate Similarity Join in Vector Databases 2025 SIGMOD 4.4229886e-05
7,106 Efficient Similarity Join and Search on Multi-Attribute Data 2015 SIGMOD 4.8250163e-05
4,350 Overlap Set Similarity Joins with Theoretical Guarantees 2018 SIGMOD 6.2576191e-05
4,041 An Efficient Partition Based Method for Exact Set Similarity Joins 2016 VLDB 6.5048916e-05
264 Efficient Exact Set-Similarity Joins 2006 VLDB 0.00029950264
248 Efficient set joins on similarity predicates 2004 SIGMOD 0.00030888982
3,209 An Empirical Evaluation of Set Similarity Join Techniques 2016 VLDB 7.3793885e-05