Research of association rule algorithm based on data mining

Research of association rule algorithm based on data mining - 2016

Research paper on association rule algorithm based on data mining

Research Area: Data Mining

Abstract:

Association rule data mining is an important part in the field of data mining data mining, its algorithm performance directly affects the efficiency of data mining and the integrity, effectiveness of ultimate data mining results. Based on the existing association rule mining algorithms, this paper studies and analyzes their efficiency and effectiveness, and according to the efficiency defects of Apriorialgorithm, proposes an improved algorithm. This algorithm can reduce the data base I /Operation time, improve mining efficiency.

Keywords:
data mining
association rule
frequent itemset
Apriorialgorithm

Author(s) Name: Changxin Song

Journal name:

Conferrence name: 2016 IEEE International Conference on Big Data Analysis (ICBDA)

Publisher name: IEEE

DOI: 10.1109/ICBDA.2016.7509789

Volume Information:

Paper Link: https://ieeexplore.ieee.org/abstract/document/7509789

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