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The Study And Realization Of Association Rule Improving Algorithm In The Distributed System

Posted on:2010-08-07Degree:MasterType:Thesis
Country:ChinaCandidate:S M ZhangFull Text:PDF
GTID:2178360275984898Subject:Computer application technology
Abstract/Summary:PDF Full Text Request
Based on the introduction and the analysis of the Association Rule's basic principles and method,I find an improved algorithm of Apriori-AprioriPrune. Based on the intrduction and the analysis of Association Rule of distribute excavating algorithm, CD algorithm, DD algorithm and FDM algorithm, I find two schemes of implementing Association Rule excavating under the disteibute system. After comparing the two schemes, I give the system implement scheme of Distribute Association Rule excavating. This scheme is based on the C/S structure. It is composed of two basic cartridge, which is the partial excavating cartridge and the general excavating cartridge of Association Rule. After validating the algorithm's validity, testing the Association Rule excavating system by the ways of experiment, I find the experimental result, which proves this algorithm has a certain kind of applicability and a higher performing efficiency.
Keywords/Search Tags:data mining, association rules, frequent-itemsets
PDF Full Text Request
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