Rising Interventions in Sports Science – AI to Optimize Data for Athletes
DOI:
https://doi.org/10.47611/jsr.v12i3.1999Keywords:
Data Science, Kinesiology, Artificial Intelligence, Sports Science, Marketing, Sports, Social Media, Brain PlasticityAbstract
Data scientists and AI researchers have been propelled to examine how their technological tools can optimize the performance of athletes in an ever-so-dynamic world of continuous inflow and changes within the market. This article will specifically go in depth of the multi-components of kinesiology, cognitive science, and marketing interventions that are currently incorporated to effectively optimize athletic performance.
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Alderson, J., & Johnson, W. (n.d.). The personalised 'digital athlete': An evolving vision for the capture, modelling and simulation, of on-field athletic performance. ISBS - Conference Proceedings Archive. Retrieved March 13, 2023, from https://ojs.ub.uni-konstanz.de/cpa/article/view/7099
Bock, J. R. (2016, December 29). Empirical prediction of turnovers in NFL Football. MDPI. Retrieved March 13, 2023, from https://doi.org/10.3390/sports5010001
Candelier, E. (2022, August 10). Natalie Kupperman uses data science to improve sport and athlete performance. School of Data Science. Retrieved March 2, 2023, from https://datascience.virginia.edu/news/natalie-kupperman-uses-data-science-improve-sport-and-athlete-performance
Fang, Q. (2022, April 6). Impact of sport training on adaptations in neural functioning and behavioral performance: A scoping review with meta-analysis on EEG Research. Journal of Exercise Science & Fitness. Retrieved February 15, 2023, from https://doi.org/10.1016/j.jesf.2022.04.001
Giorgio, P. (2019, July 4). How data can help drive sports sponsorship and Fan Engagement. Deloitte United States. Retrieved February 16, 2023, from https://www2.deloitte.com/us/en/pages/consumer-business/articles/fan-engagement-analytics-improve-fan-experiences.html
Giorgio, P. (2019, July 4). Integrating venue technology into sports business to enhance fan experience. Deloitte United States. Retrieved February 16, 2023, from https://www2.deloitte.com/us/en/pages/consumer-business/articles/integrating-venue-technology-sports-business.html
Guo, Z., Li, A., & Yu, L. (2017, April 7). "neural efficiency" of athletes' brain during visuo-spatial task: An fmri study on table tennis players. Frontiers. Retrieved February 20, 2023, from https://doi.org/10.3389/fnbeh.2017.00072
Hall Jr., O. P. (2021, March 11). Editorial: How ai can help reduce sports injuries - a peer-reviewed academic articles: GBR. Graziadio Business Review | Graziadio School of Business and Management | Pepperdine University. Retrieved March 2, 2023, from https://gbr.pepperdine.edu/2021/03/editorial-how-ai-can-help-reduce-sports-injuries/
Malfait, B., Dingenen, B., Smeets, A., Staes, F., Pataky, T., Robinson, M. A., Vanrenterghem, J., & Verschueren, S. (2016). Knee and hip joint kinematics predict quadriceps and hamstrings neuromuscular activation patterns in drop jump landings. PLOS ONE. Retrieved February 20, 2023, from https://doi.org/10.1371/journal.pone.0153737
Morrell, T. (2022, July 22). How technology is changing athletic training. Styku. Retrieved February 20, 2023, from https://www.styku.com/blog/how-technology-is-changing-athletic-training#:~:text=3D%20body%20scanning%20is%20a,training%20programs%20and%20prevent%20injuries
Pu, Qiyu. The Effects of Artificial Intelligence on Competitive Sports. Clark University School of Professional Studies, Master’s Papers Collection (June 2021), 22-24. https://commons.clarku.edu/cgi/viewcontent.cgi?article=1091&context=sps_masters_papers
Rein, R., & Memmert, D. (2016, August 24). Big Data and tactical analysis in Elite Soccer: Future challenges and opportunities for sports science - springerplus. SpringerOpen. Retrieved March 2, 2023, from https://doi.org/10.1186/s40064-016-3108-2
Zhang, K. (2022, February 22). Exercise intensity and brain plasticity: What's the difference of brain structural and functional plasticity characteristics between elite aerobic and anaerobic athletes? Frontiers in human neuroscience. Retrieved March 13, 2023, from https://doi.org/10.3389/fnhum.2022.757522
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