Dynamic itemset counting and implication rules for market basket data

IF 0.9 4区计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS

Sigmod Record Pub Date : 1997-06-01 DOI:10.1145/253262.253325

S. Brin, R. Motwani, J. Ullman, S. Tsur

引用次数: 214

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 da...

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市场购物篮数据的动态项目集计数和隐含规则

我们考虑了分析市场篮子数据的问题，并提出了几个重要的贡献。首先，我们提出了一种查找大型项集的新算法，该算法使用较少的数据遍历次数。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Sigmod Record 工程技术-计算机：软件工程

CiteScore

3.10

自引率

9.10%

发文量

审稿时长

>12 weeks

期刊介绍： SIGMOD investigates the development and application of database technology to support the full range of data management needs. The scope of interests and members is wide with an almost equal mix of people from industryand academia. SIGMOD sponsors an annual conference that is regarded as one of the most important in the field, particularly for practitioners. Areas of Special Interest: Active and temporal data management, data mining and models, database programming languages, databases on the WWW, distributed data management, engineering, federated multi-database and mobile management, query processing & optimization, rapid application development tools, spatial data management, user interfaces.