Application and Assessment of the Technical Effectiveness of Table Tennis Matches by the Principal Component Analysis (PCA) – Cluster Analysis (CA) Composite Model

Huagen Yin; Lorna A. Espeso

doi:10.54097/9ppkhz21

Authors

Huagen Yin
Lorna A. Espeso

DOI:

https://doi.org/10.54097/9ppkhz21

Keywords:

PCA-CA, Table Tennis Competition, College Students, Experiment

Abstract

This study uses the PCA - CA comprehensive evaluation training model to provide 8-week training guidance to 40 college table tennis players, and uses expert interviews, questionnaires and other methods to evaluate the rationality of the "new four-segment indicators" for athlete statistics. The evaluation aims to provide a richer theoretical reference basis for future table tennis training in colleges and universities. The results show that athletes and coaches have higher cognitive performance of PCA - CA method in practical training, and in the comparison of pre- and post-experiment tests, PCA - CA method can improve the competitive level of athletes. It was concluded that the PCA - CA method is more suitable for coaching high-level table tennis players, but has poor on-site guidance for low-level athletes. It is recommended that this method be implemented in the national team or provincial table tennis team.

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References

Jing, W. (2014). Research on the cultural development of table tennis in my country. Dalian: Liaoning Normal University.

Wu, H. Q, Cai, X., Sun, Q., Wang, S., & Chen, M. (1988). Strength Evaluation and Technique Analysis of Chinese Table Tennis Players at the 1988 Olympic Games. China Sport Science and Technology, 8, 34-49. https://doi.org/ 10.16470/ j.csst.1988.03.004.

Li, J. L., Su, P. R. (1998). Evaluation of the technical strength of some of the world's outstanding men's table tennis offensive players - also talking about the establishment of the ten-point evaluation method Journal of Beijing Sport University, 21 (4), 71- 76.DOI:10.19582/j.cnki.11-3785/g8. 1998.04.023.

Yang, Q., & Zhang, H. (2014). Construction and application of "four-stage index evaluation method" for table tennis competition skills and tactics. Journal of Tianjin Institute of Physical Education. 29(5): 439-442.DOI: 10.13297/j . cnki. Issn 1005-0000.2014.05.013.

Zhang, X. D., Xiao, D. D., Zhou, X. D., & Fang, W. Y. (2018). Construction and application of dynamic three-segment index statistical method for table tennis skills and tactics. China Sports Science and Technology. 54 (1), 80-83. doi:10.16470/ j. csst. 201801011.

Xiao D. D., Zhou X. D., Liu, H., Qin, Z. J., & Yu, Y. (2018). Construction and application of double three-stage statistical method for table tennis skills and tactics. China Sports Science and Technology. 54 (5), 112-116. doi:10.16470/ j.csst. 20180 5017.

Yu, J. C., & Gao, P. (2022). Interactive Three-Phase Structure for Table Tennis Performance Analysis: Application to Elite Men’s Singles Matches.Journal of Human Kinetics.81(1),177-188. doi:10.2478/HUKIN-2022-0015.

Yin, H. G., Zhou, Y. X., Chai, Y. P., & Xie, W. Y. (2023). Construction and application of table tennis technical and tactical effectiveness evaluation model based on gray correlation theory [C]//Chinese Sports Science Society. Paper abstract of the 13th National Sports Science Conference Collection - Special Report (Sports Statistics Branch).DOI: 10.26914/c.cnkihy.2023.061722.

Yin, H. G., Tong, L. T., & Liu, G. (2021). Research on the application effect of "video feedback teaching method" in the teaching of general table tennis courses in public sports in normal colleges and universities. Journal of Shangrao Normal University. 41(06), 108-114. DOI:10.3969/j.issn.1004-2237. 2021. 06.017.