Research and design of a customized route recommendation system for social entrepreneurship education based on collaborative filtering algorithm

Social entrepreneurship is an important means of social transformation and upgrading. Under the situation that China's economic development has entered the new normal and the demand for social public services is growing rapidly, its value and significance are becoming increasingly prominent. This paper researches and designs a collaborative filtering algorithm-based recommendation system for social entrepreneurship education routes and resource allocation based on the current situation of social entrepreneurship. The recommendation system can classify the audiences of social entrepreneurship education and make recommendations for education resource allocation and education route selection based on the raw data, and finally correct the model recommendation results based on the education results to ensure that the accuracy of the model recommendation increases as the model is run.