Different Types of Association Rules Mining Review

Abstract:

In recent years, many application systems have generate large quantities of data, so it is no longer practical to rely on traditional database technique to analyze these data. Data mining offers tools for extracting knowledge from data, leading to significant improvement in the decision-making process. Association rules mining is one of the most important data mining technology. The paper first presents the basic concept of association rule mining, then discuss a few different types of association rules mining including multi-level association rules, multidimensional association rules, weighted association rules, multi-relational association rules, fuzzy association rules.

• Periodical: Applied Mechanics and Materials (Volumes 241-244)
• Pages: 1589-1592
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.241-244.1589
• Online since: December 2012
• Authors: Jun Tan
• Keywords: Fuzzy Association Rules, Multidimensional Association Rules, Multi-Level Association Rules, Multi-Relational Association Rules, Weighted Association Rules

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