Design and Implementation of Intelligent Community Product Service System Based on Classification Algorithm

This article proposes a design and implementation scheme for an intelligent community product service system based on classification algorithms. The system aims to solve the problem of product service recommendation and management in intelligent communities, in order to improve the quality of life and satisfaction of community residents. By analyzing the shortcomings of existing community product service systems, this article proposes a method of using classification algorithms for product service recommendation to achieve more accurate and personalized services. The experimental results indicate that the system can effectively improve the recommendation accuracy and user satisfaction of product services, providing new ideas and methods for the construction and development of intelligent communities.