Sports Policy and Training Decision Support Method Based on Wireless Sensor Network

Abstract

In recent years, the awareness of sports departments at all levels of society to promote sports through science and has been increasing, and the scientific decision-making and management of sports have been improved to a great extent. With the application of scientific decision-making combined with a real-time sports data monitoring network, the opponent’s advance information can be effectively observed during the game and reasonable decisions can be made to deal with the opponent’s offense. Therefore, high-level athletes appear to be more relaxed and calm in the game. It first requires the application of advanced information collection methods to obtain sports data quickly, in real time and at low cost, and extract information about athletes’ scientific management decision-making from massive data and then make scientific management decisions for sports training. The modern sports method is highly open, and big data mining also profoundly affects the relevant decision-making of sports training. How to design appropriate decision support tools to grasp the key points of the problem in sports information data and make reasonable and correct decisions is a problem that is closely watched by macro decision-makers and coaches at all levels. This article mainly introduces the training decision support method derived from data mining and intends to provide some technical directions for making scientific decisions in sports training. This paper proposes related algorithms of a training decision support method derived from data mining, including training effectiveness prediction model and decision tree algorithm, for the design of the training decision support method derived from data mining. Experimental data shows that the average error between the prediction of the effectiveness of the training method and the actual situation of the training decision support method in this paper is 0.913%, which is helpful for the management or coach to make decisions.

Revisión bibliométrica sistemática de la gestión del entrenamiento deportivo

“…En los últimos años, ha ido en aumento la conciencia de los departamentos deportivos de todos los niveles de la sociedad para promover el deporte a través de la ciencia, la toma de decisiones y la gestión deportiva (Li, 2021). El desarrollo de la ciencia de la información proporciona los métodos y enfoques más avanzados para la prosperidad de la gestión del entrenamiento deportivo, estandarizando los deportes y fortaleciendo los resultados deportivos de los mismos (Lu, 2022).…”