Sergey Brin, Rajeev Motwani, Jeffrey D. Ullman, Shalom Tsur  Home/Search
Context Related
Links: ACM DBLP | ai.cs.unidortmund...rin_etal_97a.ps.gz stanford.edu/people/serge/dic.ps.gz ucla.edu/~czdemo/tsur/dicfinal.ps Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF Problem Downloading? From: ai.cs.unidortm...datawarehouse98 (more) From: stanford.edu/people/serge...serge (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: We consider the problem of analyzing market-basket data and present several important contributions. First, we present a new algorithm for finding large itemsets which uses fewer passes over the data than classic algorithms, and yet uses fewer candidate itemsets than methods based on sampling. We investigate the idea of item reordering, which can improve the low-level efficiency of the algorithm. Second, we present a new way of generating "implication rules," which are normalized based on both... (Update)
Cited by: More
A Microeconomic View of Data Mining - Jon Kleinberg Christos (Correct)
Sampling-Based Sequential Subgroup Mining - Martin Scholz Artificial (Correct)
Knowledge-Based Sampling for Subgroup - Discovery Martin Scholz (Correct)
Active bibliography (related documents): More All
0.0: MINTO: A Software Tool for Mining Manufacturing Databases - Haritsa (Correct)
0.0: Data Mining: An Overview from a Database Perspective - Chen, Han, Yu (1996) (Correct)
0.0: Cubegrades - Generalization Of Association Rules To Mine Large.. - Abdulghani (Correct)
Similar documents based on text: More All
0.4: Scalable Techniques for Mining Causal Structures - Silverstein, Brin, Motwani.. (1998) (Correct)
0.4: Beyond Market Baskets: Generalizing Association Rules to .. - Brin, Motwani.. (1997) (Correct)
0.4: Mining Market Basket Data Using Share Measures and .. - Hilderman.. (1998) (Correct)
Related documents from co-citation: More All
67: Mining association rules between sets of items in large databases - Agrawal, Imielinski et al. - 1993
57: Fast Algorithms for Mining Association Rules - Agrawal, Srikant - 1994
31: Sampling large databases for association rules - Toivonen - 1996
BibTeX entry: (Update)
Sergey Brin, Rajeev Motwani, Jeffrey D. Ullman, and Shalom Tsur. Dynamic itemset counting and implication rules for market basket data. SIGMOD Record (ACM Special Interest Group on Management of Data), 26(2):255, 1997. http://citeseer.ist.psu.edu/brin97dynamic.html More
@inproceedings{ brin97dynamic,
author = "Sergey Brin and Rajeev Motwani and Jeffrey D. Ullman and Shalom Tsur",
title = "Dynamic itemset counting and implication rules for market basket data",
booktitle = "SIGMOD 1997, Proceedings ACM SIGMOD International Conference
on Management of Data, May 13-15, 1997, Tucson, Arizona, USA",
month = "05",
publisher = "ACM Press",
editor = "Joan Peckham",
% isbn = "?",
pages = "255--264",
year = "1997",
url = "citeseer.ist.psu.edu/brin97dynamic.html",
url = "citeseer.nj.nec.com/brin97dynamic.html" }
Citations (may not include all citations):921 Mining Association Rules between Sets of Items in Large Data.. - Agrawal, Imilienski et al. - 1993 ACM DBLP
910 Fast algorithms for mining association rules - Agrawal, Srikant - 1994
340 Mining sequential patterns - Agrawal, Srikant - 1995 ACM DBLP
268 Mining generalized association rules - Srikant, Agrawal - 1995 ACM DBLP
189 Sampling large databases for association rules - Toivonen - 1996
126 Fast similarity search in the presence of noise (context) - Agrawal, Lin et al. - 1995
117 IEEE Transactions on Knowledge and Data Engineering (context) - Agrawal, Imilienski et al. - 1993
111 Sliq: A fast scalable classifier for data mining - Mehta, Agrawal et al. - 1996 DBLP
The graph only includes citing articles where the year of publication is known.
Documents on the same site (http://www-ai.cs.uni-dortmund.de/LEHRE/DATAWAREHOUSE98/datawarehouse98.html):
Sampling Large Databases for Association Rules - Toivonen (1996) (Correct)
A Multistrategy Approach to Relational Knowledge Discovery.. - Morik, Brockhausen (1996) (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC