以深度学习为技术手段培养研究生的知识运用能力  

作　　者：刘雨平 党凡阳 孙伟民[1] 

机构地区：[1]哈尔滨工程大学物理与光电工程学院,黑龙江哈尔滨150001

出　　处：《科技风》2022年第34期54-56,共3页

基　　金：黑龙江省教学研究立项“虚实结合,科研导向,进阶式工程实践能力培养”(SJGY20190144);光电教指分委教育教学热点难点问题研究项目“线上线下、课内课外、虚实结合的光电信息类专业实践课程建设探索”(GDYLJS06)。

摘　　要：运用知识的能力是研究生培养的重要手段。合格的研究生应能灵活运用一定范围的专业知识,并以此解决实际问题。与此同时,运用知识可以增强学生对知识掌握的熟练度,加深对知识的理解。因此,发展研究生知识运用的方法对研究生培养具有重要意义。深度学习是人工智能的一个重要方面,其以人工神经网络为核心,并以既有知识作为训练集,因而该技术的实现与人类思考具有天然的相似性,因此以深度学习技术为手段,开发研究生知识运用的工具,用以辅助研究生教学,将有效提升研究生教学效率。Using knowledge is an important means of postgraduate training.Qualified graduate students should be able to flexibly use a certain range of professional knowledge to solve practical problems.At the same time,using knowledge can enhance students'proficiency in knowledge and deepen their understanding of knowledge.Therefore,developing the methods of applying graduate knowledge is of great significance to the cultivation of graduate students.Deep learning is an important aspect of artificial intelligence.It takes artificial neural network as the core and existing knowledge as the training set,so the realization of this technology has natural similarity with human thinking.Therefore,taking deep learning technology as a means to develop tools for the application of graduate knowledge to assist graduate teaching will effectively improve the efficiency of graduate teaching.

关 键 词：深度学习 研究生培养 知识运用 

分 类 号：G64[文化科学—高等教育学]