Open AccessRETRACTED: Analysis of Application of Tennis Electronic Referee Based on Artificial Intelligence in Tennis Matches
Author(s) -
Xiaoyu Shi,
Jianxin Zhang
Publication year - 2021
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1852/2/022028
Subject(s) - pruning , artificial intelligence , computer science , decision tree , perception , athletes , machine learning , psychology , medicine , neuroscience , agronomy , biology , physical therapy
In today’s era of rapid development of artificial intelligence, with the continuous development of technology, electronic referees have become an important part of many sports events, and artificial intelligence technology has become the brain of competitive sports and integrated into major events. this article uses artificial intelligence algorithms, graph theory and ID3 algorithms to establish an analysis of whether electronic referees violate rules in tennis matches. And use post-pruning technology to realize the pruning of the classification decision tree, generate classification rules, and complete the construction of the classification decision tree model used by the tennis electronic referee in the tennis match. The experimental results show that the application analysis of the artificial intelligence-based tennis electronic referees in tennis matches explored in this paper is more recognized and liked by athletes and spectators, and the athletes’ perception of the fairness of the game has increased by about 55%.