Research and Implementation of a Cloud-based Sports and Fitness Resource Service System

Currently, the traditional sports fitness model no longer conforms to the rapid development of mass sports. However, due to the imbalance in the allocation of sports fitness resources, many people cannot obtain high-quality sports fitness services. Against the backdrop of national fitness, the sports industry also needs to transform towards digitization and informatization. To address these two issues, this paper designs an open, shared, multi-organization, and multi-tenant sports fitness resource service cloud platform. By proposing the mode and model of sports fitness resource service, it provides diversified support services for sports fitness enthusiasts. The platform provides a unified access portal for sports fitness enthusiasts and sports organizations, connecting them to the platform and breaking the geographical restrictions between sports participants and service organizations. By formulating unified management rules and service standards, sports organizations without information technology capabilities are equipped with cloud service capabilities, helping sports organizations complete digital transformation. Meanwhile, this study proposes a sports knowledge recommendation method based on the K-means and collaborative filtering algorithms. Through comparative experiments, the results prove the effectiveness and feasibility of this method in sports knowledge recommendation.