"基于协同过滤的个性化知识推送系统设计与实现"

The document titled "Design and Implementation of Personalized Knowledge Push System Based on Collaborative Filtering" focuses on the development of a knowledge push system that utilizes collaborative filtering to promote communication between students and teachers in an online learning environment. The system is designed to allow students to easily access relevant course materials from home, thereby enhancing the overall learning experience. The system is built based on the B/S model and utilizes the MVC development pattern. It incorporates the collaborative filtering algorithm to facilitate communication and knowledge sharing between students and teachers. The interface design makes use of CSS technology, while the backend database system is implemented using MySQL. The testing results demonstrate that the personalized knowledge push system effectively facilitates communication and sharing among students and teachers, providing a positive user experience for a large number of users. Overall, the system serves as a valuable tool in the evolving landscape of online education, leveraging collaborative filtering to personalize knowledge push and enhance the learning experience for students and educators. Through its design and implementation, the system illustrates the potential of technology in facilitating seamless communication and knowledge dissemination in the education sector.