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Integrating Association Rule Mining with Relational Database Systems: Alternatives and Implications

Summary: Evaluates alternatives for embedding association rule mining in a relational DBMS (cursor, stored procedures, file-cache, UDFs, SQL). Cache-Mine best; SQL-OR near-competitive (within 2x); SQL-92 too slow; tradeoffs: storage, parallelism, portability. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h6ad5f24bbc3dd7f5
Venue
SIGMOD
Year
1998
Pagerank
0.00012527069
Overall Rank
1,008 | 93.25%
DOI
10.1145/276304.276335

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{sarawagi_sigmod98,
        title = {{Integrating Association Rule Mining with Relational Database Systems: Alternatives and Implications}},
        author = {Sarawagi, Sunita and Thomas, Shiby and Agrawal, Rakesh},
        series = {{SIGMOD} '98},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/276304.276335},
        url = {https://dl.acm.org/doi/10.1145/276304.276335},
        year = {1998}
}

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Showing 19 of 19 citing papers.

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165 Mining Frequent Patterns without Candidate Generation 2000 SIGMOD 0.00027323925
418 MauveDB: Supporting Model-based User Views in Database Systems 2006 SIGMOD 0.00018567032
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3,161 Explanation-Based Auditing 2012 VLDB 7.5641515e-05
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5,647 Combi-Operator – Database Support for Data Mining Applications 2003 VLDB 6.0352838e-05
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6,876 Exploratory Mining via Constrained Frequent Set Queries 1999 SIGMOD 5.6430185e-05
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8,042 Optimizing Iceberg Queries with Complex Joins 2017 SIGMOD 5.3852464e-05
8,869 Building Statistical Models and Scoring with UDFs 2007 SIGMOD 5.2463747e-05
10,340 Fast and Scalable Data Transfer Across Data Systems 2025 SIGMOD 5.0210286e-05
13,074 A Native Extension of SQL for Mining Data Streams 2005 SIGMOD 4.9605343e-05
13,103 Cost-Based Labeling of Groups of Mass Spectra 2004 SIGMOD 4.9605343e-05
13,121 Computing Frequent Itemsets Inside Oracle 10G 2004 VLDB 4.9605343e-05
13,198 Fault-tolerant, Load-balancing Queries in Telegraph 2001 SIGMOD 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

Rank Cited Paper Year Venue Pagerank
13 Mining Association Rules between Sets of Items in Large Databases 1993 SIGMOD 0.0006440069
476 Mining Generalized Association Rules 1995 VLDB 0.00017630424
477 Sampling Large Databases for Association Rules 1996 VLDB 0.00017624579
723 Dynamic Itemset Counting and Implication Rules for Market Basket Data 1997 SIGMOD 0.00014470041
2,317 Query Flocks: A Generalization of Association-Rule Mining 1998 SIGMOD 8.6398664e-05
4,251 A New SQL-like Operator for Mining Association Rules 1996 VLDB 6.6895375e-05
5,141 Object-Oriented Extensions in SQL3: A Status Report 1994 SIGMOD 6.2421839e-05
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