| 摘 要: 学习者在使用网络学习资源过程中存在着“信息过载”及“知识迷途”的问题，无法实现学习资源的个 性化需求。针对问题与现状，本文分析了学习者个性化学习资源需求特征，指出了知识图谱管理学习资源的优点，分析 了基于知识图谱的方法技术生成学习路径图的推荐技术研究，提出基于知识图谱的个性化学习资源推荐系统架构。为建 立个性化学习资源推荐系统提供一种技术方案。 |
| 关键词: 知识图谱；个性化学习资源；推荐系统 |
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中图分类号: TP399
文献标识码: A
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| 基金项目: 2015年度广西高校科学技术研究项目“主题图在网络信息资源组织中的应用研究”，编号：KY2015LX478. |
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| Study on Personalized Learning Resource Recommendation Based on Knowledge Graph |
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HUANG Huasheng
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( School of Mathematics and Computer Science, Huzhou University, Hezhou 542899, China)
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| Abstract: In the process of using online learning resources,learners have the problems of information overload and knowledge trek,which cannot meet the personalized needs of learning resources.In view of the problems and current situation,this paper analyzes the characteristics of learners' personalized learning resource needs,points out the advantages of knowledge graph in managing learning resources,analyzes the recommendation technology of learning road map generation based on the method and technology of knowledge graph,and proposes the architecture of personalized learning resource recommendation system based on knowledge graph.The study provides a technical scheme for establishing personalized learning resource recommendation system. |
| Keywords: knowledge graph;personalized learning resources;recommendation system |
