Comparison of the Tennis Serve Performance: A Case Study of an Elite Korean Tennis Player

Jung, Koo-In; Kim, Haneol

doi:10.23949/ijhms.2022.04.16.1.6

Cited by 4 publications

(2 citation statements)

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“…For instance, either player wins or loses the match. [4] justified tennis serve performance is vital because high-quality serves enhance the likelihood of winning points by shortening the opponent's time to return accurately. The variables that may influence the outcome are 'Percentage first serve in,' 'Percentage first serve won,' 'Percentage second serve won,' 'Percentage first serve return won,' 'Percentage second serve return won,' 'Aces,' 'Double faults' and many more.…”

Section: Introductionmentioning

confidence: 99%

A Comparative Study of Feature Selection Technique for Predicting the Professional Tennis Matches Outcome in a Grand Slam Tournament

Ruslan,

Zainol,

Abdul Rauf

2024

JOIV : Int. J. Inform. Visualization

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Tennis is one of the world's most played sports, attracting many spectators to participate in the game. One of the most essential strokes in a tennis match is serve performance. This research is intended to determine the most critical strokes in tennis serve performance in predicting the tennis match outcome. This research focuses on the Grand Slam Tournaments of the Australian Open, French Open, Wimbledon, and US Open. The data are collected on the tennis serve performances such as Percentage First Serve In (PFSI), Percentage First Serve Won (PFSW), Percentage First Serve Return Won (PFSRW), Aces, and many more. For one tournament, it consists of 254 observations. This study applied feature selection methods available in R programming, such as Correlation Matrix, Relative Importance Metrics, Boruta, MARS, and cForest. Selecting the most essential and correlated variables with the match status can improve the model and help produce better results. This might help the practitioners to apply this method to obtain the closest result to the actual outcome when we include the most correlated variables in the model. From the result obtained, variables of first and second serve, either win on serve or return serve, are identified as the most critical attributes in the tennis match. As a future implication, we suggest that these are all the factors the players need to pay extra attention to in winning the tennis match.

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Section: Introductionmentioning

confidence: 99%

A Comparative Study of Feature Selection Technique for Predicting the Professional Tennis Matches Outcome in a Grand Slam Tournament

Ruslan,

Zainol,

Abdul Rauf

2024

JOIV : Int. J. Inform. Visualization

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“…The utilization of technology to support training is necessary so that training can be carried out effectively and efficiently 11 . Likewise, the tennis serves coiling workshop which was held, assisted by using the kinovea application to see if the coiling movement was carried out correctly and effectively, so that later in the first serve match it is expected to score points.…”

Section: Introductionmentioning

confidence: 99%

Workshop Coiling Exercises on Tennis Spin Serve With Kinovea

Aprilo

Usman

Syahruddin

et al. 2023

J-ABDI

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The main problem is that service is only considered as the beginning of a match. When in fact service is a very important thing in a match, because service is a fast way to get points. One important part of the tennis serve is the skill of coiling or body rotation. The purpose of this service is to provide coiling exercises that are analyzed kinovea application. This service is carried out for 6 weeks with a frequency of 3 times per week. At the beginning and at the end of the meeting the partners' coiling skills were analyzed using the kinovea app. Partners are 30 South Sulawesi novice tennis athletes aged 14-16 years. The result of this dedication was an average increase in coiling skills of 1,267. So this service is necessary in improving coiling skills in order to be able to score points quickly in a match of tennis.

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Automatic Detection of Serve Actions in Tennis Videos

Choroś

2024

Communications in Computer and Information Science

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Comparison of the Tennis Serve Performance: A Case Study of an Elite Korean Tennis Player

Cited by 4 publications

References 0 publications

A Comparative Study of Feature Selection Technique for Predicting the Professional Tennis Matches Outcome in a Grand Slam Tournament

A Comparative Study of Feature Selection Technique for Predicting the Professional Tennis Matches Outcome in a Grand Slam Tournament

Workshop Coiling Exercises on Tennis Spin Serve With Kinovea

Automatic Detection of Serve Actions in Tennis Videos

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