Development of Resources Library System Based on J2EE Layered Architecture
Quanquan Wu · 2023
J2EE is essentially a distributed server application design environment that provides a component-based approach to designing, developing, assembling, and deploying enterprise-level applications. It provides a good mechanism for building application systems with scalability, flexibility and ease of maintenance. Based on the J2EE layered architecture, this paper designs the Chinese classics reading resource library system. The core functions of the system are composed of a resource storage subsystem, a resource maintenance subsystem, a resource utilization subsystem, and a resource management subsystem, which provide an integrated platform for the recitation of Chinese classics. At the same time, in order to improve the efficiency of resource use, a user-based collaborative filtering recommendation algorithm mathematical model is constructed to recommend among users with the same interests, so as to solve the user's resource selection problem. It is found that the most effective solution to solve the problems of cold start, sparsity, scalability, diversity and interpretability of traditional collaborative filtering algorithms is to use auxiliary information such as rating data, social network information and other information, combined with deep learning and data mining technologies, to improve the recommendation effect and enhance user satisfaction.