Whither Data Mining?

Summary: A retrospective on a decade of data-mining progress, centered on association-rule discovery. It distills lessons from these advances and identifies open challenges and opportunities shaping the field’s next phase. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: 9337
Venue: VLDB
Year: 2004
Pagerank: -
Overall Rank: 13,913 | 4.55%
DOI: 10.1016/B978-012088469-8.50004-8

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

1. Rakesh Agrawal (IBM)
2. Ramakrishnan Srikant (IBM)

BibTeX Citation

@article{agrawal_vldb04,
        title = {{Whither Data Mining?}},
        author = {Agrawal, Rakesh and Srikant, Ramakrishnan},
        journal = {PVLDB},
        series = {{VLDB} '04},
        pages = {9--10},
        doi = {10.1016/B978-012088469-8.50004-8},
        url = {https://doi.org/10.1016/B978-012088469-8.50004-8},
        year = {2004}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 0 of 0 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	606	Mining Quantitative Association Rules in Large Relational Tables	1996	SIGMOD
2	13	Mining Association Rules between Sets of Items in Large Databases	1993	SIGMOD
3	6,923	Integration of Data Mining and Relational Databases	2000	VLDB
4	456	Discovery of Multiple-Level Association Rules from Large Databases	1995	VLDB
5	558	An Efficient Algorithm for Mining Association Rules in Large Databases	1995	VLDB
6	13,712	Database Systems Research on Data Mining	2010	SIGMOD
7	13,019	Tutorial Database Mining	1994	PODS
8	4,154	A New SQL-like Operator for Mining Association Rules	1996	VLDB
9	14,219	Data Mining Techniques	1996	SIGMOD
10	14,311	Quest: A Project on Database Mining	1994	SIGMOD