In order to alleviate the unbalanced development of education and provide students with high-quality teaching resources, an Android-based educational platform is designed and developed. Users can access the teaching resources on the platform through the software and complete the learning tasks on this software. In this paper, Android-side interaction design, server communication methods, and algorithm-specific logic functions are introduced. A well-structured database model is designed to efficiently store data and user information. At the same time, database and Android software communication methods are discussed. Finally, the user data is organized based on data mining methods. Therefore, a network communication protocol is designed. The database server can receive and modify data to achieve the purpose of mutual communication.