基于改进决策树的学前教育网络资源精准推荐算法

Lijuan Zhang
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引用次数: 0

摘要

针对用户获取学前教育网络资源困难的问题,提出了一种基于改进决策树的学前教育网络资源精准推荐算法。通过改进决策树对学前教育网络资源有效信息的类别进行调整,结合学前教育网络资源的重构,提取学前教育网络资源的有效信息,通过分析数据集中不同学前教育网络资源的相似度,设置学前教育网络资源相似度的权重阈值,计算权重值;获取数据集中学前教育网络资源之间的相似度,获得学前教育网络资源之间的相似度分布,完成学前教育网络资源之间相似度值的计算,通过用户兴趣建模,设计出一种准确的学前教育网络资源推荐算法。实验结果表明,基于改进决策树的学前教育网络资源精准推荐算法在学前教育网络资源推荐中具有良好的效果和性能。
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Accurate Recommendation Algorithm of Preschool Education Network Resources Based on Improved Decision Tree
Aiming at the difficulty of users obtaining preschool education network resources, a precise recommendation algorithm of preschool education network resources based on improved decision tree is proposed. The categories of effective information of preschool education network resources are adjusted by improved decision tree, combined with the reconstruction of preschool education network resources, Extract the effective information of preschool education network resources, set the weight threshold of preschool education network resources similarity through the analysis of the similarity of different preschool education network resources in the data set, calculate the weight value, obtain the similarity between preschool education network resources in the data set, obtain the distribution of the similarity between preschool education network resources, and complete the calculation of the similarity value between preschool education network resources, Through user interest modeling, an accurate recommendation algorithm for preschool education network resources is designed. The experimental results show that the accurate recommendation algorithm of preschool education network resources based on improved decision tree has good effect and performance on preschool education network resources recommendation.
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