【关 键 词 】：
The rapid development of network and intelligent technology has led to earth-shaking changes in all aspects of human society, including teaching and learning. This paper deeply analyzes the changes of knowledge and learning, discusses the similarities and differences between human leaning and machine learning, as well as the necessity and possible ways of human-computer cooperative learning, and draws the following conclusions: (1) in the era of network and intelligence, great changes have taken place in knowledge and learning. New types of knowledge have emerged, such as soft knowledge, human-computer knowledge and possible future dark knowledge. (2) Knowledge production is gradually changing from human subject to human- machine common subject. (3) Human- computer cooperative learning will become the mainstream learning mode. At present, human-net cooperative learning is the main task, and in the future, human-intelligent machine cooperative learning will be the main task. Education and teaching will also become a human- computer cooperative teaching model. (4) The role of technology in human learning changes from simple tools to the environment and the partner, and may eventually become integrated with human beings. Therefore, there is an urgent need for major changes in education and teaching today to meet the needs of the future.