Educational Information Recommendation System for College Design Based on Apriori Algorithm

Pan Xiao
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Abstract

Educational information recommendation service is an important factor in realizing educational information sharing. In the massive educational information, users can quickly find the educational information resources they need, meet users' learning needs, and bring users a good learning experience. This paper designs an educational information recommendation system for colleges and universities. The functions provided by the system to users are mainly to facilitate the use of educational information resources. Users can choose subjects or courses to browse resources according to their own interests. This paper uses Mashup technology to integrate various educational information resources, realizes the function of educational information recommendation, and then uses the Apriori algorithm to mine the characteristics of association rules, and obtains the evaluation results of educational resources according to the user's interest in educational resources.
基于Apriori算法的高校教育信息推荐系统设计
教育信息推荐服务是实现教育信息共享的重要因素。在海量的教育信息中,用户可以快速找到自己需要的教育信息资源,满足用户的学习需求,给用户带来良好的学习体验。本文设计了一个面向高校的教育信息推荐系统。系统提供给用户的功能主要是方便用户使用教育信息资源。用户可以根据自己的兴趣选择主题或课程来浏览资源。本文利用Mashup技术对各种教育信息资源进行整合,实现教育信息推荐功能,然后利用Apriori算法挖掘关联规则的特征,根据用户对教育资源的兴趣得到教育资源的评价结果。
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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