| 一种具有增量挖掘功能的Web点击流聚类算法 |
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| 引用本文： | 李晓明,夏秀峰,张斌.一种具有增量挖掘功能的Web点击流聚类算法[J].沈阳大学学报,2010,22(3):8-10. |
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| 作者姓名： | 李晓明 夏秀峰 张斌 |
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| 作者单位： | [1]沈阳航空工业学院计算机学院,辽宁沈阳110136 [2]东北大学信息科学与工程学院,辽宁沈阳110004 |
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| 摘 要： | 分析了典型的聚类算法及其适用范围,针对其处理Web点击流数据的不足,提出了一种用于Web点击流的增量挖掘的聚类算法WCSCluster,给出了相关定义及存储结构,并用实例说明了算法的运行过程.最后对比同类算法给出实验结果.实验结果表明该算法具有良好的性能,能够发现更优的簇.
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| 关 键 词： | Web使用挖掘 点击流 增量挖掘 聚类 |
An Incremental Mining Clustering Algorithm for Web Clickstreams |
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| LI Xiaoming,XIA Xiufeng,ZHANG Bin.An Incremental Mining Clustering Algorithm for Web Clickstreams[J].Journal of Shenyang University,2010,22(3):8-10. |
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| Authors: | LI Xiaoming XIA Xiufeng ZHANG Bin |
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| Institution: | 1.Computer School,Shenyang Institute of Aeronautical Engineering,Shenyang 110036,China;2.College of Information Science and Engineering,Northeastern University,Shenyang 110004,China) |
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| Abstract: | After analyzing the classic clustering algorithms and its confine,an incremental mining clustering algorithm which is used in Web clickstreams field called WCSCluster is proposed.Relevant definitions and storage structure are given;running procedure is shown by a specific example.Experimental results are given comparing with congener algorithms.Experimental results demonstrate that the algorithm has good performance which can find superior clusters. |
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| Keywords: | Web usage mining clickstreams incremental mining clustering |
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