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A Discovery for the Association Rules of Operation Sequence Based on Improved Apriori Algorithm

机译:基于改进Apriori算法的操作序列关联规则发现

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摘要

With the application of the computer aided process design technology, a great deal of process data has been accumulated by enterprises. Inherent linking with these data is found by exploiting Apriori algorithm, which will help enterprises with the process design. In this paper, the association rule model of operation sequence is introduced briefly at first. Then the bottleneck problem of apriori algorithm is analysed, on basis of this analysis, an improved apriori algorithm is provided. At last, combining with actual data, a detailed description of the improved Apriori algorithm's application in the discovery for association rules of operation sequence is put forward.
机译:随着计算机辅助过程设计技术的应用,企业已经积累了大量的过程数据。利用Apriori算法可以发现与这些数据的内在联系,这将有助于企业进行流程设计。本文首先简要介绍了操作序列的关联规则模型。然后分析了先验算法的瓶颈问题,在此基础上,提出了一种改进的先验算法。最后结合实际数据,对改进的Apriori算法在发现操作序列关联规则中的应用进行了详细描述。

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