目录
目录....................................................................................................................................................2
摘要....................................................................................................................................................3
关键词................................................................................................................................................3
第一章 绪论......................................................................................................................................3
1.1 研究背景与意义.................................................................................................................3
1.2 国内外研究现状.................................................................................................................5
1.3 研究内容与方法.................................................................................................................6
第二章 Apriori 算法原理.................................................................................................................7
2.1 关联规则挖掘概述.............................................................................................................7
2.2 Apriori 算法原理.................................................................................................................8
2.3 基于 Hadoop 的分布式计算框架 ......................................................................................9
第三章 基于 Hadoop 的 Apriori 算法设计与实现 .......................................................................11
3.1 基于 MapReduce 的 Apriori 算法设计............................................................................11
3.2 算法优化策略...................................................................................................................12
3.3 实验设计与结果分析.......................................................................................................13
第四章 实验与性能评估................................................................................................................15
4.1 实验环境搭建...................................................................................................................15
4.2 实验数据集准备...............................................................................................................16
4.3 性能评估与比较...............................................................................................................17
第五章 总结与展望........................................................................................................................19
5.1 研究总结...........................................................................................................................19
5.2 不足与展望.......................................................................................................................19
