基于Web使用挖掘和结构挖掘的个性化网络教学系统的设计与实现  

DESIGN AND REALIZATION OF PERSONALIZED NETWORK EDUCATING SYSTEM BASED WEB USAGE MINING AND WEB STRUCTURE MINING

作　　者：杨晓明[1] 陶富莲 左俊[1] 喻明姬 

机构地区：[1]新疆石油学院计算机系,新疆乌鲁木齐830000

出　　处：《新疆石油天然气》2007年第1期93-97,共5页Xinjiang Oil & Gas

摘　　要：网络教学已经成为现代教育的重要手段,但是现有网络教学的教学模式、教学过程过分单一,缺乏个性化。如何根据学生的学习基础、掌握程度等实施个性化教学成为网络教学中的重要研究课题.为此本文设计了一种基于Web挖掘的个性化网络教学系统,该系统结合Web使用挖掘、Web结构挖掘的挖掘结果为学生提供个性化的推荐服务,即时在使用数据比较少,或教学内容变化比较频繁的情况下,也能为学生提供高质量的个性化推荐服务。Network teaching is an important way in modern education,but It's teaching mode and procedure are excessively sole.So how to implement individual teaching according to students' study foundation and grasps becomes an important research topic in network teaching.Therefore,an individual network teaching system based on web mining has been designed in the paper,which can offer individual recommendation with the help of the mining results of web usage mining and web structure mining.Even if the usage data are quite few,or the teaching contents change frequently,it can provide high level individuality recommendation service for the student.

关 键 词：个性化教学 WEB挖掘 个性化推荐 事务数据库 

分 类 号：TP391[自动化与计算机技术—计算机应用技术]