ScholarLens Back to search
2005•Jisuanji gongchengRequires access

Improvement for the Apriori Algorithm

Zhun Zhou

Open publisher page 1 citations

Abstract

Data mining is the process of discovering hidden structure or patterns in large quantities of data by using kinds of analytic tools. The paper provides a survey of the study in association rule generation. On the basis of mining association rules theory,Apriori algorithm is analyzed,and an improved Apriori algorithm is proposed. The new Apriori algorithm has the advantages of less record numbers,high efficiency and certain practical significance.

About this research paper

What this paper is about

Data mining is the process of discovering hidden structure or patterns in large quantities of data by using kinds of analytic tools. The paper provides a survey of the study in association rule generation. On the basis of mining association rules theory,Apriori algorithm is analyzed,and an improved Apriori algorithm is proposed. The new Apriori algorithm has the advantages of less record numbers,high efficiency and certain practical significance.

Why it matters

OpenAlex reports 1 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

Data mining is the process of discovering hidden structure or patterns in large quantities of data by using kinds of analytic tools. The paper provides a survey of the study in association rule generation. On the basis of mining association rules theory,Apriori algorithm is analyzed,and an improved Apriori algorithm is proposed. The new Apriori algorithm has the advantages of less record numbers,high efficiency and certain practical significance.

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

Related papers

Related paper 1Related paper 2Related paper 3
Back to paper searchBrowse research topicsOriginal source
Improvement for the Apriori Algorithm — Research Paper | ScholarLens