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Online Association Rule Mining

Summary: Online association rule mining; single-pass online large-itemset discovery with dynamic threshold changes. Maintains a superset of large itemsets; uses shrinking intervals; finishes after 2 scans with exact supports, saving memory vs Apriori/DIC. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h2a9c031b24ade061
Venue
SIGMOD
Year
1999
Pagerank
6.5980526e-05
Overall Rank
4,444 | 70.13%
DOI
10.1145/304182.304195

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{hidber_sigmod99,
        title = {{Online Association Rule Mining}},
        author = {Hidber, Christian},
        series = {{SIGMOD} '99},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/304182.304195},
        url = {https://dl.acm.org/doi/10.1145/304182.304195},
        year = {1999}
}

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank Citing Paper Year Venue Pagerank
124 Approximate Frequency Counts over Data Streams 2002 VLDB 0.00030600691
6,020 The 3W Model and Algebra for Unified Data Mining 2000 VLDB 5.9129763e-05
6,142 Data Mining with the SAP NetWeaver BI Accelerator 2006 VLDB 5.8722726e-05
6,570 An Optimal Algorithm for l1-Heavy Hitters in Insertion Streams and Related Problems 2016 PODS 5.7458578e-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
9 Online Aggregation 1997 SIGMOD 0.00076195956
13 Mining Association Rules between Sets of Items in Large Databases 1993 SIGMOD 0.00064420972
29 Fast Algorithms for Mining Association Rules 1994 VLDB 0.0005121339
473 Sampling Large Databases for Association Rules 1996 VLDB 0.00017673931
573 An Efficient Algorithm for Mining Association Rules in Large Databases 1995 VLDB 0.00016173338
721 Dynamic Itemset Counting and Implication Rules for Market Basket Data 1997 SIGMOD 0.0001452081
912 Efficiently Mining Long Patterns from Databases 1998 SIGMOD 0.00013115246
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 721 Dynamic Itemset Counting and Implication Rules for Market Basket Data 1997 SIGMOD
2 4,637 Association Rules over Interval Data 1997 SIGMOD
3 467 Discovery of Multiple-Level Association Rules from Large Databases 1995 VLDB
4 475 Mining Generalized Association Rules 1995 VLDB
5 5,760 A New Framework For Itemset Generation 1998 PODS
6 13,172 Mining Frequent Itemsets Using Support Constraints 2000 VLDB
7 29 Fast Algorithms for Mining Association Rules 1994 VLDB
8 573 An Efficient Algorithm for Mining Association Rules in Large Databases 1995 VLDB
9 250 An Effective Hash-Based Algorithm for Mining Association Rules 1995 SIGMOD
10 13 Mining Association Rules between Sets of Items in Large Databases 1993 SIGMOD