基于移动互联网络下学习效果及最优模式分析——以南京农业大学信息管理学院为例
Analysis of Learning Effect and Optimal Mode Based on Mobile Internet—Taking the College of Information Management of Nanjing Agricultural University as an Example
李思橦 1刘禹函 1徐思 1何利洋 1赵吉坤1
作者信息
- 1. 南京农业大学 信息管理学院,江苏 南京 210031
- 折叠
摘要
近年来,随着线上教学的不断发展,高校课程呈现多元化趋势,计算机可以起到很好的分析效果.以南京农业大学信息管理学院管理与工程相关专业学生为例,建立能够反映学生的学习成效和教学情况的观测变量,使用结构方程模型(SEM)建立线上学习路径,并通过GA-BP神经网络算法、MATLAB软件对相关数据进行拟合分析,得出线上学习最优路径,提出移动互联网络下大学生最高效学习模式及方案.
Abstract
In recent years,with the continuous development of online teaching,college courses show a diversified trend,and computers can play a very good analysis effect.Taking students majoring in management and engineering in College of Information Management of Nanjing Agricultural University as an example,observational variables that can reflect students'learning effectiveness and teaching situation are established,and an online learning path is established using SEM.In addition,through GA-BP neural network algorithm and MATLAB software,this paper fits and analyzes the relevant data to obtain the optimal path of online learning,and proposes the most efficient learning mode and scheme of college students under mobile Internet network.
关键词
SEM结构方程/GA-BP神经网络算法/线上学习/最优路径Key words
Structural Equation Modeling/GA-BP neural network algorithm/online learning/optimal path引用本文复制引用
出版年
2024
国家科技期刊平台
NSTL
万方数据