| 基于Web日志挖掘的自适应网站构建方法研究 |
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| 引用本文： | 母俐丽. 基于Web日志挖掘的自适应网站构建方法研究[J]. 计算机与现代化, 2010, 0(3): 144-147,150. DOI: 10.3969/j.issn.1006-2475.2010.03.041 |
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| 作者姓名： | 母俐丽 |
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| 作者单位： | 兰州交通大学电子与信息工程学院,甘肃,兰州,730070 |
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| 摘 要： | 自适应网站能够提高网站对用户的服务质量。本文首先给出自适应网站的总体框架,对框架中主要模块做详细的分析,包括数据预处理、数据挖掘、页面推荐和站点调整。在数据挖掘模块给出一种有效的识别用户访问模式的算法,该算法利用数据库查询简化频繁最大前向访问路径集的查找,并在此基础上形成频繁访问路径图,为页面推荐和站点调整做好准备。最后给出自适应网站的设计原则。
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| 关 键 词： | 自适应网站 频繁访问路径图 页面推荐 站点调整 数据挖掘 Web日志 |
Approach of Adaptive Web Site Construction Based on Web Logs Mining |
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| MU Li-li. Approach of Adaptive Web Site Construction Based on Web Logs Mining[J]. Computer and Modernization, 2010, 0(3): 144-147,150. DOI: 10.3969/j.issn.1006-2475.2010.03.041 |
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| Authors: | MU Li-li |
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| Affiliation: | Institute of Electronics and Information Engineering/a>;Lanzhou Jiaotong University/a>;Lanzhou 730070/a>;China |
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| Abstract: | Adaptive Web site construction based on Web mining could improve the service quality for users.The adaptive Web site general framework is proposed.A detailed analysis is made for main modules of the framework,including data pre-processing,data mining,page recommendation and site adjustment.An effective algorithm of user access patterns identification is proposed in data mining module.The algorithm utilizes database query to simplify the find of the most frequent access paths set,and then forms a frequency a... |
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| Keywords: | adaptive Web site frequency access paths map page recommendation site adjustment data ming Web logs |
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