| 基于云计算模式下的Apriori算法研究 |
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| 引用本文： | 黄守明,张红莉.基于云计算模式下的Apriori算法研究[J].铜陵财经专科学校学报,2013(3):106-108,116. |
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| 作者姓名： | 黄守明 张红莉 |
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| 作者单位： | 铜陵学院,安徽铜陵244000 |
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| 基金项目： | 安徽高校省级自然科学研究项目（KJ2012Z417）; 铜陵学院人才科研启动基金项目（2011tlxyrc09） |
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| 摘 要： | 随着海量数据的增加和云计算的出现,对于云计算模式下的数据挖掘技术研究具有重要意义。基于云计算和Hadoop平台,分析了Apriori算法,提出了基于云计算模式下的改进的Apriori算法,实现了改进算法与MapReduce编程模型的移植。实验仿真表明,改进算法在云计算环境下的数据挖掘是可行的,高效的。
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| 关 键 词： | 数据挖掘 云计算 算法 Apriori MapReduce |
Research on Apriori Algorithm under Cloud Computing Environment |
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| Authors: | Huang Shou-ming Zhang hong-li |
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| Institution: | (Tong, ling University, Tongling Anhui 244000, China) |
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| Abstract: | With the mass data increases and the emergence of cloud computing, it is very important to research the data mining based on cloud computing model, cloud computing, Hadoop platform and Apriorl algorithm are introduced, an improved Apriori algorithm is proposed based on the cloud computing model, describes the procedure of improved algorithm on MapReduce.Simulation experiments show that the improved algorithm in the cloud computing environment data mining is feasible and efficient. |
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| Keywords: | data mining cloud computing algorithm Apriori MapReduce |
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