| dc.description.abstract | Athlete’s data is collected and managed using the Precision Sports Science Platform, which provides all athletes with a highly confidential and secure data access space. It supports efficient search and instant feedback, being based on role-based access control and the import of 18 data formats, which allow personalized training and adjustment. The platform employs enhanced retrieval generation as well as large language models to increase data relevance and generate fuller sentences. This ensures that the most suitable personalized health advice and the most appropriate dietary adjustment are implemented, while the data are confidential and protected in terms of their integrity and availability. The cross-domain integration, a visual interface, predictive analysis, real-time monitoring, and user-friendly design enable coaches and athletes to better understand and implement the collected data. The data and the following information can then contribute to the weight and height, body fat-watching and adjustment, as well as avoiding an unhealthy weight and body fat percentage. The collection and management of athlete data in various fields is divided into two parts. External Load: To obtain the load, data is collected for athletes’ daily training, friendly games, simulations competitions, and official competitions, including physical fitness test results and academic performances. In personal characteristics, data are collected monthly on the athletes’ physiologies such as weight, height body fat, weekly data on food supplements and monthly data on exercise. Internal Load: This part of the section automatically collects data on athletes’ bone monitors, physiological tests, cardiovascular tests, and biomechanical evaluations. It reviews and evaluates the athlete’s internal load. In the health problems part, the system automatically collects data on the health of the athlete. The data it collects under this include the LEAF questionnaire and OSTRC injury records, both monthly. We also gather data on the athlete’s psychological tests under this are the data collected by the Garmin devices.These data are stored in a cloud-shared database and in a cloud-shared platform, and researchers can always get access to them. In such a way, the Precision Sports Science Platform can analyze and manage a large number of sports data and can provide sportsmen with the optimal training programs. | en_US |