Query Flocks: A Generalization of Association-Rule Mining
Summary: Query Flocks generalizes association-rule mining to a class of patterns via a generate-and-test framework for data. In Datalog, query-safety enumerates candidates for a generalized a-priori, enabling cost-based optimization or dynamic pruning during execution. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Dick Tsur
- 2. Jeffrey D. Ullman
- 3. Serge Abiteboul
- 4. Chris Clifton
- 5. Rajeev Motwani
- 6. Svetlozar Nestorov
- 7. Arnon Rosenthal
Incoming Citations (Sorted by Pagerank)
Showing 10 of 10 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 904 | Integrating Association Rule Mining with Relational Database Systems: Alternatives and Implications | 1998 | SIGMOD | 0.00015469655 |
| 1,626 | Exploratory Mining and Pruning Optimizations of Constrained Association Rules | 1998 | SIGMOD | 0.00011094469 |
| 3,454 | Traversing Itemset Lattices with Statistical Metric Pruning | 2000 | PODS | 7.0778482e-05 |
| 4,676 | Extracting large-scale knowledge bases from the web | 1999 | VLDB | 6.0052781e-05 |
| 4,919 | Optimization of Constrained Frequent Set Queries with 2-variable Constraints | 1999 | SIGMOD | 5.8256934e-05 |
| 5,079 | Combi-Operator – Database Support for Data Mining Applications | 2003 | VLDB | 5.7140516e-05 |
| 5,276 | The 3W Model and Algebra for Unified Data Mining | 2000 | VLDB | 5.5905507e-05 |
| 5,934 | Perturbation Analysis of Database Queries | 2016 | VLDB | 5.266698e-05 |
| 6,623 | Exploratory Mining via Constrained Frequent Set Queries | 1999 | SIGMOD | 4.989399e-05 |
| 8,066 | Optimizing Iceberg Queries with Complex Joins | 2017 | SIGMOD | 4.5937212e-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 |
|---|---|---|---|---|
| 1 | Access Path Selection in a Relational Database Management System | 1979 | SIGMOD | 0.0040449103 |
| 13 | Mining Association Rules between Sets of Items in Large Databases | 1993 | SIGMOD | 0.0010864752 |
| 36 | Fast Algorithms for Mining Association Rules | 1994 | VLDB | 0.00076161096 |
| 938 | Queries Independent of Updates | 1993 | VLDB | 0.00015197786 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,623 | Exploratory Mining via Constrained Frequent Set Queries | 1999 | SIGMOD | 4.989399e-05 |
| 4,919 | Optimization of Constrained Frequent Set Queries with 2-variable Constraints | 1999 | SIGMOD | 5.8256934e-05 |
| 5,014 | Dynamically Optimizing Queries over Large Scale Data Platforms | 2014 | SIGMOD | 5.7586174e-05 |
| 12,921 | Semigroup techniques in recursive query optimization | 1990 | PODS | 4.1945683e-05 |
| 6,806 | Query Optimization over Crowdsourced Data | 2013 | VLDB | 4.9218336e-05 |
| 3,462 | Efficient and Provable Multi-Query Optimization | 2017 | PODS | 7.0703696e-05 |
| 2,544 | Aggregation and Relevance in Deductive Databases | 1991 | VLDB | 8.5730083e-05 |
| 473 | Sampling Large Databases for Association Rules | 1996 | VLDB | 0.0002233798 |
| 547 | An Efficient Algorithm for Mining Association Rules in Large Databases | 1995 | VLDB | 0.00020420717 |
| 3,871 | A New SQL-like Operator for Mining Association Rules | 1996 | VLDB | 6.6794637e-05 |