基于迁移学习思想的教学方法研究

Research on Transfer Learning-Based Teaching Methods

随着大数据时代的到来,数据挖掘和机器学习等人工智能领域相关技术得到了快速发展。其中,迁移学习更是得到了广泛的关注,包括文本分类、图像识别、计算机视觉等众多应用领域都涉及迁移学习方法。文章首先介绍了迁移学习的核心技术,提炼出迁移学习的基本思想,通过分析教育教学的实际问题,将迁移学习的思想理论与教育教学相结合,最终提出了一种基于迁移学习思想的教育教学新思路。

With the advent of the era of big data,data mining and machine learning which belong to AI have developed rapidly.And the transfer learning which is one of these technologies has attracted wide attention since many applications,including text classification,image recognition and computer vision,involve transfer learning methods.In this paper,we first introduce the core technology of transfer learning,and then extract its basic idea.Then we combine the transfer learning idea with the educational teaching by analysing the practical problems in educational teaching.Finally,a new idea of education and teaching based on transfer learning is proposed.