In the process of art development and construction, it needs many factors to integrate, realize its own innovation and promotion, and enhance its development potential. The key of art education lies in innovation, and innovation is the integration of multiple contents, involving various knowledge and fields. Therefore, it is necessary to make an overall judgment on it with the help of intelligent analysis methods. By integrating the key points and contents of intelligent innovation through the recommendation method, its effect can improve the creative artistic inspiration by more than 20% and the accuracy by 80%, which shows that under the action of the recommendation algorithm, artistic innovation can be realized and the original elements of art can be optimized.