ScholarLens Back to search
2012•World Automation CongressRequires access

Improvement of Apriori algorithm for association rules

Canbing Li

Open publisher page 2 citations

Abstract

Based on the analysis of principle and efficiency on Apriori algorithm, this paper points out its defects and presents an improved Apriori algorithm. The new algorithm can decrease the I/O operation of the process of mining by means of decreasing the times of database searching. It is shown by the experimental result that the improved algorithm is much more efficient than the traditional algorithm in being applied to mining association rule.

About this research paper

What this paper is about

Based on the analysis of principle and efficiency on Apriori algorithm, this paper points out its defects and presents an improved Apriori algorithm. The new algorithm can decrease the I/O operation of the process of mining by means of decreasing the times of database searching. It is shown by the experimental result that the improved algorithm is much more efficient than the traditional algorithm in being applied to mining association rule.

Why it matters

OpenAlex reports 2 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Based on the analysis of principle and efficiency on Apriori algorithm, this paper points out its defects and presents an improved Apriori algorithm. The new algorithm can decrease the I/O operation of the process of mining by means of decreasing the times of database searching. It is shown by the experimental result that the improved algorithm is much more efficient than the traditional algorithm in being applied to mining association rule.

Key concepts: Apriori algorithm, Association rule learning, GSP Algorithm, Data mining, A priori and a posteriori, Computer science, Process (computing), Algorithm

Related papers

Related paper 1Related paper 2Related paper 3
Back to paper searchBrowse research topicsOriginal source
Improvement of Apriori algorithm for association rules — Research Paper | ScholarLens