| 基于集群系统的并行关联规则挖掘策略 |
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| 引用本文： | 李红.基于集群系统的并行关联规则挖掘策略[J].合肥工业大学学报(自然科学版),2007,30(3):274-277. |
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| 作者姓名： | 李红 |
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| 作者单位： | 合肥学院,计算机科学与技术系,安徽,合肥,230601 |
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| 基金项目： | 合肥学院校科研和教改项目 |
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| 摘 要： | 文章在分析已有并行关联规则挖掘算法的基础上,讨论了多处理器系统中影响并行关联规则挖掘算法性能的主要问题。提出了多数据源在集群系统中的分布策略、在集群系统中进行并行关联规则挖掘的过程与策略、挖掘过程中并行计算的模型与方法以及规则的合并机制。
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| 关 键 词： | 集群系统 并行关联规则 计算模型 数据挖掘 |
| 文章编号： | 1003-5060(2007)03-0274-04 |
| 修稿时间： | 2006年10月24 |
Strategy of parallel association rules mining based on the cluster system |
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| LI Hong.Strategy of parallel association rules mining based on the cluster system[J].Journal of Hefei University of Technology(Natural Science),2007,30(3):274-277. |
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| Authors: | LI Hong |
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| Abstract: | The current algorithms of parallel association rules mining are analyzed,and the main factors affecting the performance of the mining algorithm in the multi-processor system are discussed.The distribution strategy of multi-data sources in the cluster system is proposed.Also presented are the process and strategy of parallel association rules mining in the cluster system,the mechanisms of rules merging,and parallel computing models and methods in the mining process. |
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| Keywords: | cluster system parallel association rule computing model data mining |
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