中文摘要：

计算机技术和通信技术的迅猛发展,促使移动教学和深度学习在教育领域成为新的研究热点。首先阐明了深度学习的内涵和特征,并依此为理论基础,研究和探讨了深度学习在移动推荐系统中的应用,实现移动推荐系统的设计。

英文摘要：

During the rapid development of computer technology and mobile communications technology,to promote mobile teaching and depth learning of the field of education has become the new hotspot. The text clarifies the meaning and characteristics of depth learning,and according to this theory,the paper studies and explores the depth learning in mobile recommender systems to achieve design of mobile recommender system.