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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
3088
Venue
SIGMOD
Year
1998
Pagerank
0.00012844074
Overall Rank
980 | 93.28%
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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161 Mining Frequent Patterns without Candidate Generation 2000 SIGMOD 0.00027981772
408 MauveDB: Supporting Model-based User Views in Database Systems 2006 SIGMOD 0.00019008806
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6,923 Integration of Data Mining and Relational Databases 2000 VLDB 5.7387134e-05
7,870 Optimizing Iceberg Queries with Complex Joins 2017 SIGMOD 5.5272726e-05
8,678 Building Statistical Models and Scoring with UDFs 2007 SIGMOD 5.3864318e-05
10,761 Fast and Scalable Data Transfer Across Data Systems 2025 SIGMOD 5.093636e-05
12,736 A Native Extension of SQL for Mining Data Streams 2005 SIGMOD 5.093636e-05
12,766 Cost-Based Labeling of Groups of Mass Spectra 2004 SIGMOD 5.093636e-05
12,784 Computing Frequent Itemsets Inside Oracle 10G 2004 VLDB 5.093636e-05
12,861 Fault-tolerant, Load-balancing Queries in Telegraph 2001 SIGMOD 5.093636e-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 0.0006567919
460 Mining Generalized Association Rules 1995 VLDB 0.00018071773
462 Sampling Large Databases for Association Rules 1996 VLDB 0.00018065337
704 Dynamic Itemset Counting and Implication Rules for Market Basket Data 1997 SIGMOD 0.00014837704
2,251 Query Flocks: A Generalization of Association-Rule Mining 1998 SIGMOD 8.8684789e-05
4,154 A New SQL-like Operator for Mining Association Rules 1996 VLDB 6.8670958e-05
4,999 Object-Oriented Extensions in SQL3: A Status Report 1994 SIGMOD 6.407901e-05
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