Skip to main content
Top

2021 | OriginalPaper | Chapter

Application Research of Artificial Intelligence in Swimming

Author : Shuai Liu

Published in: Big Data Analytics for Cyber-Physical System in Smart City

Publisher: Springer Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Artificial intelligence (AI) technology develops rapidly. At present, intelligent technology is still being explored in sports, especially swimming, and there exist some problems such as immature system technology and unclear application. Therefore, it is extremely important to find the combination of AI and swimming, and to optimize intelligent systems. This article about the application of AI to swim at the literature study, video analysis, comparative research and mathematical statistics and other research methods, data of AI in swimming, swimming training the perspectives of the implementation of the way, in order to promote it provides the theory basis for the application of AI in swimming, for AI in the sports training of wider application. At the same time, considering that the development of AI in China is at the stage of perceptual intelligence and machines cannot think and act independently, the research believes that it is necessary to further develop and improve the algorithms related to the collected data of AI.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Reddy, R.: Implementation of new ways of AI in sports. Artif. Intell. 14(5), 5983–5997 (2020) Reddy, R.: Implementation of new ways of AI in sports. Artif. Intell. 14(5), 5983–5997 (2020)
2.
go back to reference Galily, Y.: Artificial intelligence and sports journalism: IS it a sweeping change? Technol. Soc. 54(AUG.), 47–51 (2018) Galily, Y.: Artificial intelligence and sports journalism: IS it a sweeping change? Technol. Soc. 54(AUG.), 47–51 (2018)
3.
go back to reference Karimzadehfini, A., Mahdavinejad, R., Zolaktaf, V., et al.: Forecasting of rehabilitation treatment in sufferers from lateral displacement of patella using artificial intelligence. Sport Sci. Health 14(1), 37–45 (2018)CrossRef Karimzadehfini, A., Mahdavinejad, R., Zolaktaf, V., et al.: Forecasting of rehabilitation treatment in sufferers from lateral displacement of patella using artificial intelligence. Sport Sci. Health 14(1), 37–45 (2018)CrossRef
4.
go back to reference Peter, E., Daniel, S., Michael, A., et al.: Artificial intelligence: bayesian versus heuristic method for diagnostic decision support. Appl. Clin. Inf. 09(02), 432–439 (2018)CrossRef Peter, E., Daniel, S., Michael, A., et al.: Artificial intelligence: bayesian versus heuristic method for diagnostic decision support. Appl. Clin. Inf. 09(02), 432–439 (2018)CrossRef
5.
go back to reference Patel, D., Shah, D., Shah, M.: The intertwine of brain and body:a quantitative analysis on how big data influences the system of sports. Ann. Data Sci. 7(1), 1–16 (2020)CrossRef Patel, D., Shah, D., Shah, M.: The intertwine of brain and body:a quantitative analysis on how big data influences the system of sports. Ann. Data Sci. 7(1), 1–16 (2020)CrossRef
6.
go back to reference Fialho, G., Manhes, A., Teixeira, J.P.: Predicting sports results with artificial intelligence–a proposal framework for soccer games. Procedia Comput. Sci. 164(1), 131–136 (2019)CrossRef Fialho, G., Manhes, A., Teixeira, J.P.: Predicting sports results with artificial intelligence–a proposal framework for soccer games. Procedia Comput. Sci. 164(1), 131–136 (2019)CrossRef
7.
go back to reference Baboota, R., Kaur, H.: Predictive analysis and modelling football results using machine learning approach for English Premier League. Int. J. Forecast. 35(2), 741–755 (2018)CrossRef Baboota, R., Kaur, H.: Predictive analysis and modelling football results using machine learning approach for English Premier League. Int. J. Forecast. 35(2), 741–755 (2018)CrossRef
8.
go back to reference Herold, M., Goes, F., Nopp, S., et al.: Machine learning in men’s professional football: current applications and future directions for improving attacking play. Int. J. Sports Sci. Coach. 14(6), 798–817 (2019)CrossRef Herold, M., Goes, F., Nopp, S., et al.: Machine learning in men’s professional football: current applications and future directions for improving attacking play. Int. J. Sports Sci. Coach. 14(6), 798–817 (2019)CrossRef
9.
go back to reference Liang, G., Lan, X., Wang, J., et al.: A limb-based graphical model for human pose estimation. IEEE Trans. Syst. Man Cybern. Syst. 48(7), 1080–1092 (2018)CrossRef Liang, G., Lan, X., Wang, J., et al.: A limb-based graphical model for human pose estimation. IEEE Trans. Syst. Man Cybern. Syst. 48(7), 1080–1092 (2018)CrossRef
10.
go back to reference Wang, S.: 49 Research on the application of artificial intelligence in sports meeting management system. Revista de la Facultad de Ingenieria 32(16), 344–350 (2017) Wang, S.: 49 Research on the application of artificial intelligence in sports meeting management system. Revista de la Facultad de Ingenieria 32(16), 344–350 (2017)
Metadata
Title
Application Research of Artificial Intelligence in Swimming
Author
Shuai Liu
Copyright Year
2021
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-33-4572-0_29

Premium Partner