Research On Momentum Evaluation in Tennis Competitions Based on Entropy Weight Method and TOPSIS Method

In competitive sports, assessing an athlete's momentum on the field is essential to develop a training plan and improve the competitiveness. In order to establish a comprehensive evaluation system to comprehensively evaluate the momentum of athletes in tennis competitions, this paper designed a system containing 15 evaluation indicators, covering skills, mentality and physical fitness, and used the entropy weight method to determine the index weights, and then used the TOPSIS method to calculate the momentum scores. The specific weight of each indicator in the evaluation system and the athlete's momentum score at each point in the competition were obtained. By analyzing the score changes, the stability of the athlete's performance and the trends of winning and losing in the competition are revealed. The method of this paper provides a scientific framework for evaluating the momentum of athletes in tennis competitions, which helps to understand the strengths and improvement of athletes in the game more comprehensively, and provides theoretical support and guidance for improving training plan and competitiveness.

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Publication Details

Journal
Highlights in Science Engineering and Technology
Published
2024-08-15
DOI
https://doi.org/10.54097/0nmf2b85
Citations
1
Primary Topic
Sports Analytics and Performance
Type
article
Field-Weighted Citation Impact
1.13
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article

Research On Momentum Evaluation in Tennis Competitions Based on Entropy Weight Method and TOPSIS Method

Xinping Chen, Andi Sun, Jinyang Cheng
1 citations
Highlights in Science Engineering and Technology
Sports Analytics and Performance
1.13
article

Research On Momentum Evaluation in Tennis Competitions Based on Entropy Weight Method and TOPSIS Method

Xinping Chen, Andi Sun, Jinyang Cheng
article en
1 citations

Abstract

In competitive sports, assessing an athlete's momentum on the field is essential to develop a training plan and improve the competitiveness. In order to establish a comprehensive evaluation system to comprehensively evaluate the momentum of athletes in tennis competitions, this paper designed a system containing 15 evaluation indicators, covering skills, mentality and physical fitness, and used the entropy weight method to determine the index weights, and then used the TOPSIS method to calculate the momentum scores. The specific weight of each indicator in the evaluation system and the athlete's momentum score at each point in the competition were obtained. By analyzing the score changes, the stability of the athlete's performance and the trends of winning and losing in the competition are revealed. The method of this paper provides a scientific framework for evaluating the momentum of athletes in tennis competitions, which helps to understand the strengths and improvement of athletes in the game more comprehensively, and provides theoretical support and guidance for improving training plan and competitiveness.

Highlights in Science Engineering and TechnologyVol. 107
Qinhuangdao Science and Technology Bureau (CN), Northeastern University (CN)
Openalex Percentile: Top 12%
Sports Analytics and Performance
1.13
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Research On Momentum Evaluation in Tennis Competitions Based on Entropy Weight Method and TOPSIS Method — Xinping Chen, Andi Sun, et al. · Highlights in Science Engineering and Technology (2024) | TGRS Research Map | TGRS