Study of One-stop Intelligent Teaching Platform for College English Based on Artificial Intelligence Algorithm

With the continuous development of information construction in colleges and universities and the rapid popularization of mobile terminals, traditional digital campus applications face challenges in providing real-time access to information and mobility for users. This paper presents a study on the implementation of a one-stop service platform for smart campuses based on mobile terminals. The platform integrates smart classroom technology with college English (CE) and speaking classes, showcasing its advantages in CE listening and speaking instruction. The article analyzes the transformation of artificial intelligence in CE teaching within the context of big data. The research objective is to develop an understanding of the multi-level and multi-faceted needs of front-line teachers and students in CE teaching. The findings emphasize the importance of adapting to changes in teaching methods and highlight the direction of future CE teaching.