Abstract: The arrival of Internet + makes people's learning methods increasingly diversified. Deep learning is a cognitive reconstruction process for the development of higher-order thinking. Compared with shallow learning, deep learning emphasizes critical understanding, knowledge integration, knowledge construction and transfer application. Student-centered education philosophy is its value orientation, and making college students learn to learn is its ultimate appeal. In order to promote the real occurrence of deep learning, college students should adopt learning methods, such as question, experience and independent learning, to make learning from acceptance to inquiry, from surface to deep, from passive to active.

Key words: Deep learning, Learning style, College students