| 基于关联规则的Apriori算法的可视化实现方法 |
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| 引用本文： | 王锐,李晶,熊海蕴,绳鹏.基于关联规则的Apriori算法的可视化实现方法[J].计算机工程与设计,2007,28(4):757-759. |
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| 作者姓名： | 王锐 李晶 熊海蕴 绳鹏 |
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| 作者单位： | 武汉大学,计算机学院,湖北,武汉,430079 |
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| 摘 要： | 关联规则的提取是数据挖掘中的重要研究内容,对关联规则提取中的Apriori算法进行了分析与研究,针对该算法的运算效率不高,对该算法进行了优化.该算法以经典的Apriori算法为基础,改进后的算法在运算速度明显好于Apriori算法.同时,还介绍了一种基于Apriori算法的可视化挖掘模型1],并讨论了该可视化模型的实现方法.
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| 关 键 词： | 数据挖掘 关联规则 频繁项目集 Apriori 可视化 关联规则提取 Apriori 算法 可视化实现方法 visualization method of association rules mining based 可视化模型 挖掘模型 运算速度 改进 优化 运算效率 分析 研究 数据挖掘 |
| 文章编号： | 1000-7024（2007）04-0757-03 |
| 修稿时间： | 2006-01-24 |
Aprirori algorithm based on mining association rules and implement method of visualization |
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| WANG Rui,LI Jing,XIONG Hai-yun,SHENG Peng.Aprirori algorithm based on mining association rules and implement method of visualization[J].Computer Engineering and Design,2007,28(4):757-759. |
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| Authors: | WANG Rui LI Jing XIONG Hai-yun SHENG Peng |
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| Affiliation: | School of Computer, Wuhan University, Wuhan 430079, China |
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| Abstract: | Mining association rules are an important topic in the data mining field.The Apriori algorithm in mining association rules are studied and an improved effective algorithm is presented.This algorithm is based on classical Apriori algorithm.The improved al-gorithm has an outstanding performance over the original.Meantimes a visualizing data-mining model is introduced based on Apriori al-gorithm,and the implementation method of visual model is discussed. |
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| Keywords: | data-mining association rules frequent itemsets Apriori visualization |
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