深度学习视域下面向内蒙古地区的高校课程思政教学创新研究  

Research on Innovation of Ideological and Political Education in Higher Education Courses in Inner Mongolia from the Perspective of Deep Learning

作　　者：于丹[1] Dan Yu(Hulunbuir University,Hulunbuir,Inner Mongolia 021008)

机构地区：[1]呼伦贝尔学院,内蒙古呼伦贝尔021008

出　　处：《教育教学研究前沿》2025年第2期28-30,共3页Frontiers of Education and Teaching Research

基　　金：内蒙古地区高校实验教学的课程思政建设现状与对策研究,项目号:JYZC2021003;基于深度学习的内蒙古地区应用型高校课程思政教学创新研究,项目号:NGJGH2024466;呼伦贝尔学院第五批校级“课程思政”示范课项目立项“专业课《教师口语》”,项目号:OP2400000952。

摘　　要：近年来,深度学习被广泛应用于众多领域的研究中,作为教育领域的一部分,课程思政教育也可以从中受益。本研究以内蒙古地区的高校课程思政教学为研究对象,通过运用深度学习的相关理论和方法,对课程思政教学创新进行了探索与实践。研究首先讨论了深度学习的原理及其在心理教育领域的应用,然后采用数据挖掘和深度学习算法,对内蒙古高校的课程思政教学情况进行了深入分析。结果显示,通过深度学习,可以提升课程思政教学的针对性和有效性,创新教学方法,改善学生的思想政治工作能力。同时,内蒙古高校课程思政教学面临的问题及其解决方案也在研究中得到了探讨。此研究结果将为我国高校课程思政教学的深度学习应用与创新提供一定的理论依据和实践参考,对提升高校课程思政教学质量具有一定的指导价值。In recent years,deep learning has been widely applied in various fields of research.As a part of the education field,ideological and political education in the curriculum can also benefit from it.This study takes the ideological and political education in universities in Inner Mongolia as the research object,and explores and practices the innovation of ideological and political education through the application of relevant theories and methods of deep learning.The study first discussed the principles of deep learning and its application in the field of psychological education,and then used data mining and deep learning algorithms to conduct an in-depth analysis of the ideological and political education situation in Inner Mongolia universities.The results show that through deep learning,the pertinence and effectiveness of ideological and political education in courses can be improved,innovative teaching methods can be used,and students'ideological and political work abilities can be enhanced.At the same time,the problems and solutions faced by ideological and political education in Inner Mongolia universities have also been explored in the research.This research result will provide a theoretical basis and practical reference for the application and innovation of deep learning in ideological and political education in Chinese universities,and have certain guiding value for improving the quality of ideological and political education in university courses.

关 键 词：深度学习 课程思政教学 教学创新 内蒙古高校 教学质量 

分 类 号：G642.0[文化科学—高等教育学]