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学习路径规划方法

罗中凯 张立波

中国科学院大学学报2024,Vol.41Issue(1):11-27,17.
中国科学院大学学报2024,Vol.41Issue(1):11-27,17.DOI:10.7523/j.ucas.2022.061

学习路径规划方法

Learning path planning methods

罗中凯 1张立波1

作者信息

  • 1. 中国科学院软件研究所智能软件研究中心,北京 100190
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摘要

Abstract

This review aims to guide the future development of related research in the field of learning path planning through the analysis of the current research status of learning path planning.Specifically,this review first introduces the definition of learning path planning and the commonly used parameters in learning path planning methods;then,it classifies in detail according to the algorithms used to generate learning path planning and summarizes the advantages and disadvantages of various learning path planning methods.In addition,the data set and evaluation method used by the learning path planning method is introduced.Finally,the challenges faced by the learning path planning method are summarized and the future development trend is predicted.

关键词

学习路径/进化算法/数据挖掘/知识图谱/神经网络

Key words

learning path/evolutionary algorithm/data mining/knowledge map/neural network

分类

信息技术与安全科学

引用本文复制引用

罗中凯,张立波..学习路径规划方法[J].中国科学院大学学报,2024,41(1):11-27,17.

基金项目

国家自然科学基金青年基金(61807033)资助 (61807033)

中国科学院大学学报

OA北大核心CSTPCD

2095-6134

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