| 基于Apriori改进算法的Web日志挖掘支撑工具的实现 |
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| 引用本文： | 陈炼,孙金华,饶泓,廖远,林渝.基于Apriori改进算法的Web日志挖掘支撑工具的实现[J].南昌大学学报(工科版),2007,29(2):190-193,201. |
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| 作者姓名： | 陈炼 孙金华 饶泓 廖远 林渝 |
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| 作者单位： | 南昌大学,计算中心,江西,南昌,330031 |
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| 基金项目： | 江西省教育厅科技计划资助项目(200544) |
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| 摘 要： | Web日志挖掘就是运用数据挖掘的思想来对服务器日志进行分析处理,以发现相似客户群体、相关Web页面和频繁访问路径等,其目的在于从用户访问Web系统的行为中发现用户的访问模式.在对Web日志挖掘的原理和技术进行讨论的基础上,重点探讨了如何将Apriori改进算法应用于对Web日志的挖掘,提出了一种基于该算法的Web日志挖掘实现方法,实验结果表明了算法的有效性.
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| 关 键 词： | Web日志挖掘 关联规则 Apriori算法 |
| 文章编号： | 1006-0456（2007）02-0190-04 |
| 收稿时间： | 2006-12-08 |
| 修稿时间： | 2006-12-08 |
Research on the Framework Tools Based on the Improved Apriori Algorithm in Web Log Mining |
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| CHEN Lian,SUN Jin-hua,RAO Hong,LIAO Yuan,LIN Yu.Research on the Framework Tools Based on the Improved Apriori Algorithm in Web Log Mining[J].Journal of Nanchang University(Engineering & Technology Edition),2007,29(2):190-193,201. |
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| Authors: | CHEN Lian SUN Jin-hua RAO Hong LIAO Yuan LIN Yu |
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| Affiliation: | Computer Center, Nanchang University, Nanchang 330031, China |
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| Abstract: | Web log mining is based on data mining techniques to analyze and manage the logs on server for finding out the similar customers group,relevant Web pages and the frequent visiting paths etc.Its purpose is to work out the visiting mode of the customers through the actions when they access the Web system.Based on the theory and technology of Web log mining,it mainly focused on how to put the improved apriori algorithm into the application of Web log mining and raised a new method of Web log mining based on the algorithm.The result proves the effectiveness of the algorithms. |
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| Keywords: | web log mining association rule apriori algorithm |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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