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个性化推荐算法在网络教学中的应用

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介绍了数据挖掘和个性化推荐服务所包含的内容,及网络教学系统体系结构的设计.分析了系统在挖掘用户偏好路径与发现用户的访问兴趣时所使用的改进Apriori算法.最后通过实验结果的分析说明在网络教学中应用个性化推荐算法可以完成因材施教的需求.
Personalized Recommendation Algorithm in the Network Teaching
At first, this article introduced the content included in the Data Mining and Personalized Recommendation Service. Para continuer, it described the design of the Network Teaching system configuration. It deeply analyzed the improved Apriori Algorithm while mining the user's hobby path and finding his visiting interests. At last, via testing and analyzing, Personalized Recommendation Algorithm can be applied to the network teaching system and reached the requirements of individualized teaching.

data miningpersonalized recommendation algorithmpersonalized recommendation servicenetwork teaching

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新乡学院计算机与信息工程学院,河南新乡453003

数据挖掘 个性化推荐算法 个性化推荐服务 网络教学

河南省科技发展自然科学基础与前沿重点课题

112300410266

2013

科技通报
浙江省科学技术协会

科技通报

CSTPCDCHSSCD北大核心
影响因子:0.457
ISSN:1001-7119
年,卷(期):2013.29(4)
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