关联规则算法Apriori的优化及基于Spark的并行化研究

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1、分类号TP301.6学号14063135ＵＤＣ密级公开工程硕士学位论文关联规则算法Apriori的优化及基于Spark的并行化研究硕士生姓名闫梦洁工程领域软件工程研究方向数据挖掘指导教师罗军研究员国防科学技术大学研究生院二〇一六年十一月ResearchonoptimizationofassociationruleApriorialgorithmanditsparallelizationbasedonSparkCandidate：MengjieYanAdvisor：prof.JunLuoAthesisSubmittedinpartialfulfill

2、mentoftherequirementsfortheprofessionaldegreeofMasterofEngineeringinSoftwareEngineeringGraduateSchoolofNationalUniversityofDefenseTechnologyChangsha，Hunan，P.R.ChinaNovember，2016国防科学技术大学研究生院工程硕士学位论文目录摘要............................................................................

3、.....................................iABSTRACT.........................................................................................................ii第一章绪论......................................................................................................11.1课题研究背景及意义....

4、...................................................................................11.2国内外研究现状...............................................................................................31.2.1Apriori算法优化技术相关研究............................................................31.2.

5、2Apriori算法并行化技术相关研究........................................................51.3本文主要工作...................................................................................................61.4本文组织结构...................................................................................

6、................7第二章相关知识...............................................................................................92.1Apriori算法概述...............................................................................................92.1.1Apriori算法简介...............................

7、.....................................................92.1.2Apriori算法相关概念............................................................................92.1.3Apriori算法流程..................................................................................102.2Hadoop并行计算框架.............

8、.............................................................