AN ONTOLOGICAL REASONING-BASED TRAINING RECOMMENDATION SYSTEM FOR TABLE TENNIS AMATEURS

Author(s): HUANG, W., REN, F., Institution: THE UNIVERSITY OF SYDNEY, Country: AUSTRALIA, Abstract-ID: 1676

INTRODUCTION:
The Chinese Table Tennis Association (CTTA) 2023 released the programme "CTTA Table Tennis Sport Level Testing Standards and Guidelines (Trial)", which is divided into four to nine levels, and each testing level can be selected for testing according to their skills, which provides a standardised guideline for professional training to amateur table tennis enthusiasts. This paper develops a table tennis training recommendation system based on the newly released test programme to provide professional training and level assessment goals for amateur table tennis players. This article also uses Ratings of Perceived Exercise (PRE) for subjective fatigue measurement after training to detect the entire training intensity for table tennis enthusiasts in mass sports. In this post, we first presented the system architecture and needs, after which we built a training knowledge base using ontological reasoning. The method was chosen to be used for training and testing by two amateur table tennis enthusiasts who attained a rating standard of level 5 and sought to improve to level 4. The outcomes demonstrated the systems potential as a guiding framework for table tennis aficionados training.
METHODS:
The study reported here used a training programme detection system. For this purpose, following the workflow consisting of the collection and processing of the recommended data of not going, first we briefly introduced the use of the system, then we table tennis amateurs first logged into the table tennis recommendation system platform, clicked to enter the platform, the data of this self-testing input, clicked to carry out the recommendation of the training plan to view, you can click to enter the library of material or to the data in the period of The data can be visualised to give better feedback to the amateur table tennis player.
RESULTS:
The first and second tests are similar, and the last two tests are very close to passing. If other enthusiasts dont meet the requirements for a tee, you can also use the system to find a fixed partner based on the time that two people attend training sessions together. The results showed that according to the system, there was a difference of 6 points in the final scores between those who trained with the coach and those who trained themselves. According to the self-fatigue tests of two table tennis enthusiasts, it can be seen that at the beginning, the fatigue level was relatively high, and later, they gradually adapted to the training load. This system has certain reference significance for table tennis enthusiasts.
CONCLUSION:
This paper focuses on the recently standardized rules that serve as a knowledge base for table tennis enthusiasts searching for professional coaches in popular sports. It also helps to organize and improve the training load for these enthusiasts, provides them with professional and scientific training guidance, and enables real-time monitoring of their training abilities.