This paper focuses on intelligence course recommendations for college students’ innovation and entrepreneurship education. Firstly, the traditional collaborative filtering algorithm was introduced, then a new recommendation technique designed based an artificial neural network (ANN). The experimental data were collected through crawler framework. two methods compared analyzed. It found that tra...