Extracting knowledge from web server logs using web usage mining

Mirghani. A Eltahir, Anour F. A. Dafa-Alla
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引用次数: 28

Abstract

The growth of the Internet is increasing rapidly and the use of websites and web-based systems has become very common. The main problem that faces any website admin or any web application system is data increase per-second, which is stored in different types and formats in server log files about users, their future needs and maintains the structure and content of website or web services according to their previous data. Web usage mining aims at discovering useful information or knowledge from usage data registered in log files, based on primary kinds of data used in the mining process. By using one of the web mining techniques, this paper uses a web usage mining technique to procure knowledge from web server log files where all user navigation history is registered.
使用web用法挖掘从web服务器日志中提取知识
Internet的发展迅速,网站和基于web的系统的使用已经变得非常普遍。任何网站管理员或任何web应用系统面临的主要问题是每秒增加的数据,这些数据以不同的类型和格式存储在服务器日志文件中,关于用户和他们未来的需求,并根据他们以前的数据维护网站或web服务的结构和内容。Web使用挖掘的目的是根据挖掘过程中使用的主要数据类型,从记录在日志文件中的使用数据中发现有用的信息或知识。本文利用其中一种web挖掘技术,利用web使用挖掘技术从注册了所有用户导航历史的web服务器日志文件中获取知识。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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