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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
0.00012573124
Overall Rank
1,006 | 93.24%
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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164 Mining Frequent Patterns without Candidate Generation 2000 SIGMOD 0.00027412227
417 MauveDB: Supporting Model-based User Views in Database Systems 2006 SIGMOD 0.00018631353
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3,149 Explanation-Based Auditing 2012 VLDB 7.5920152e-05
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5,038 Query Languages and Data Models for Database Sequences and Data Streams 2004 VLDB 6.3029403e-05
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5,272 InferDB: In-Database Machine Learning Inference Using Indexes 2024 VLDB 6.2010954e-05
5,632 Combi-Operator – Database Support for Data Mining Applications 2003 VLDB 6.0581466e-05
6,020 The 3W Model and Algebra for Unified Data Mining 2000 VLDB 5.9129763e-05
6,854 Exploratory Mining via Constrained Frequent Set Queries 1999 SIGMOD 5.6644118e-05
6,998 Integration of Data Mining and Relational Databases 2000 VLDB 5.6253155e-05
8,023 Optimizing Iceberg Queries with Complex Joins 2017 SIGMOD 5.4054487e-05
8,842 Building Statistical Models and Scoring with UDFs 2007 SIGMOD 5.2657018e-05
10,305 Fast and Scalable Data Transfer Across Data Systems 2025 SIGMOD 5.0400722e-05
13,026 A Native Extension of SQL for Mining Data Streams 2005 SIGMOD 4.9793485e-05
13,056 Cost-Based Labeling of Groups of Mass Spectra 2004 SIGMOD 4.9793485e-05
13,074 Computing Frequent Itemsets Inside Oracle 10G 2004 VLDB 4.9793485e-05
13,151 Fault-tolerant, Load-balancing Queries in Telegraph 2001 SIGMOD 4.9793485e-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 0.00064420972
473 Sampling Large Databases for Association Rules 1996 VLDB 0.00017673931
475 Mining Generalized Association Rules 1995 VLDB 0.00017672519
721 Dynamic Itemset Counting and Implication Rules for Market Basket Data 1997 SIGMOD 0.0001452081
2,301 Query Flocks: A Generalization of Association-Rule Mining 1998 SIGMOD 8.6716957e-05
4,231 A New SQL-like Operator for Mining Association Rules 1996 VLDB 6.7147891e-05
5,119 Object-Oriented Extensions in SQL3: A Status Report 1994 SIGMOD 6.2656036e-05
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