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Utilization of Artificial Intelligence in the Sports Field

스포츠 현장에서 인공지능 활용 방안

  • Received : 2022.07.22
  • Accepted : 2022.09.14
  • Published : 2022.09.30

Abstract

Objective: The purpose of this study is to analyze trends related to sports and artificial intelligence (AI) to understand the trends and how they change according to time, and to establish methods to apply AI in sports. Both macro and micro perspectives related to sports utilization of AI were analyzed. Method: In this study, after analyzing and discussing various information related to the use of artificial intelligence in the sports through a search of academic journals, papers, books, and websites published recently at nationally and internationally, the application plan of artificial intelligence in the sports field was presented. Results: 1) Motion analysis technology using artificial intelligence is effective in sports where posture is important, and if it provides systematic feedback and training methods, it can help improve performance. 2) The introduction of a sports referee judgment system using artificial intelligence is expected to improve performance by restoring factual judgment and objective fairness in sports games. 3) Artificial intelligence will provide coaching staff and players with a variety of information to help improve performance through systematic coaching and improving feedback and enhanced training methods. 4) It is judged that artificial intelligence-related to sports ethics, sports ICT, sports marketing, sports prediction, etc. We think that based on the current AI research trends will have a positive impact on all sports-related areas, helping to revitalize sports. Conclusion: Motion analysis technology using artificial intelligence, sports referee judgment system, coaching using artificial intelligence, and artificial intelligence are judged to have a positive effect on all sports-related areas and help revitalize sports.

Keywords

References

  1. Choi, H. D. & Ahn, J. W. (2015). Analysis of public perception on scientific and technological issues: A case of nuclear power generation using top-fill modeling. TA case of nuclear power generation using top-fill modeling. 23(4), 151-175.
  2. Davenport, T. H. (2018). From analytics to artificial intelligence. Journal of Business Analytics, 1(2), 73-80. https://doi.org/10.1080/2573234X.2018.1543535
  3. Google (2022). Artificial intelligence and metaverse, Google.com.
  4. Han, J. S. & Yoon, J. W. (2016). A study on ways to revitalize the Busan International Film Festival (BIFF) using social big data text mining. 40(1), 133-145.
  5. Hwang, M. G. (2019. 05. 29). Korean governments around the world preparing for AI society have no guidelines. Chosun Ilbo. https://biz.chosun.com/site/data/html_dir/2019/05/29/2019052902703.html
  6. Jin, J. Y. (2020. 11. 30). AI medical device development and guidelines hold back the industry. MAI medical device development and guidelines hold back the industry. https://www.https://www.bosa.co.kr/news/articleView.html?idxno=213
  7. Joo, H. Y., Yang, J. O. & Lee, J. S. (2020). Differences of Foot Plantar Pressure Balance and Lung Capacity According to Change of Cervical Posture in Adults. Korean Journal of Sport Biomechanics, 30(1), 63-101.
  8. Khandelwal, R. (2020). Reduce Training Time for Deep Learning Model using tf.data. https://towards datascience.com/how-to-reducetraining-time-for-a-deep-learning-model-using-tf-data-43e1989d2961
  9. Kim, B. J. & Choi, Y. S. (2019). Deep learning-based sports casting. Deep learning-based sports casting. Journal of the Information Science Society, 46(10), 1020-1024.
  10. Kim, D. G. (2020). The relationship between the professional baseball video review system and fairness perception and spectating behavior. Journal of the Korean Physical Education Association, 59(3), 169-182. https://doi.org/10.23949/kjpe.2020.5.59.3.169
  11. Kim, D. Y. & Choi, J. H. (2020). Investigation of the current status of special education online learning and perception of online learning due to COVID-19. Special Education Studies, 55(2), 85-108.
  12. Kim, G. Y. (2022. 07. 12). Sports and artificial intelligence, sports AI. http://sportsai.biz/View.aspx?No=2150263
  13. Kim, H. J. (2021. 04. 12). AI health care, to be interpreted by the vote after development - Need to change the regulatory framework that prevents innovation. Seoul Economic Daily, A9.
  14. Kim, K. B. (2021a). Metaverse, is it possible as a senior platform? BRAVO My Life, 2021(8).
  15. Kim, K. H. (2021b). Non Face to Face Sports Education Using Artificial Intelligence, The Korean Journal of Sport, 19(3), 361-367. https://doi.org/10.46669/kss.2021.19.3.033
  16. Kim, M. J. (2015). Research Trends for Rehabilitation Programs for the Disabled in Korea Applying Virtual Reality Technology. Journal of Digital Convergence, 13(2), 381-391. https://doi.org/10.14400/JDC.2015.13.2.381
  17. Kim, M. S. & Jeon, S. W. (2019). Trend of sports policy change through big data text mining analysis: Focusing on the inauguration speech of the Minister of Culture, Sports and Tourism, Journal of the Korean Sports Association, 17(2), 519-529. https://doi.org/10.5124/jkma.2019.62.10.519
  18. Kim, M. S., Oh, S. W., Lim, J. W. & Han, J. W. (2017). Demand analysis of sports industry support business using social big data, Journal of the Korean Association for Sports Industry Management, 22(2), 45-66.
  19. Kim, S. B. & Chung, J. G. (2021). The Philosophical Issues of Using Artificial Intelligence Judging System in Sports Field, The Korean Journal of Sport, 19(4), 781-788. https://doi.org/10.46669/kss.2021.19.4.068
  20. Kim, S. B. & Kim, D. G. (2017). A social philosophical search for sports monitoring power expressed in a transparent society. Journal of the Korean Physical Education Association, 56(4), 11-21.
  21. Kim, S. H. & Cheon, S. M. (2020). Qualitative case study of online class operation and instructors' difficulties in university liberal arts practical classes due to COVID-19. Journal of the Korean Society for Social and Physical Education, 81, 9-26.
  22. Kim, S. K. & Lim, B. O. (2020). Meta-analysis on the Effects of Exercise Therapy and Physiotherapy on Pain in Korean Patients with Chronic Low Back Pain. Korean Journal of Sport Biomechanics, 30(1), 63-72.
  23. Kim, Y. G. (2017). Social Trends and Sports (1). Philosophy of Movement, Journal of the Korean Philosophy of Physical Education, 25(4), 101-115. https://doi.org/10.23949/kjpe.2017.03.56.2.7
  24. Kim, Y. J. (2021a). A Study on Basic Guideline Direction Construction for the Use of Sports-related Artificial Intelligence (AI), The Korean Journal of Sport, 19(3), 177-186. https://doi.org/10.46669/kss.2021.19.3.016
  25. Kim, Y. J. (2021b). A Study on the Application of AI (Artificial Intelligence) Levels Depending on Leisure Sports Events, Korean Journal of Leisure, Recreation & Park, 45(3), 91-100. https://doi.org/10.26446/kjlrp.2021.9.45.3.91
  26. Koo, K. B. & Kim, S. B. (2018). The sports world's response task in the wake of the 4th industrial revolution. Journal of the Korean Philosophy of Physical Education, 26(2), 7-17.
  27. Kretchmar, S. (2015). Pluralistic internalism. Journal of the Philosophy of Sport, 42(1), 83-100. https://doi.org/10.1080/00948705.2014.911101
  28. Kwon, Y. M. & Kim, S. H. (2020). Exploring concerns about liberal arts classes for college students due to the spread of COVID-19. Education and Culture Research, 25(3), 743-785.
  29. Lee, D. H. & Lim, J. G. (2021). The Social and Philosophical Implications of Sports in the Era of the 4th Industrial Revolution, Korea Sports Association, 19(1), 291-301.
  30. Lee, J. H. & Lee, S. E. (2021. 06. 01). AI service, invasion of privacy, social discrimination must be eliminated. Korean Economy, A14.
  31. Lee, J. M. & Lee, Y. G. (2021). Sports Toto recognition analysis study using social big data analysis, Journal of the Korean Sports Association, 19(1), 13-23.
  32. Lee, M. G., Cho, E. B. & Lim, H. S. (2021). Exploring the learning experiences of physical education college students due to the COVID-19 pandemic. Digital Convergence Research. Digital Convergence Research, 19(1), 421-430.
  33. Lee, S. E. (2021. 04. 23. a). EU: "Companies offering unethical AI will be fined 6% of sales". Korean Economy, A14.
  34. Lee, S. E. (2021. 04. 28. b). The child and the grandmother on the lane... AI's choice?, Korean Economy, A3.
  35. Lee, S. E. (2021. 05. 24. c). Let's take a look at your Korean proficiency - Ai's language test came out. Korean Economy, A2.
  36. Lee, S. W. (2021. 03. 18). The future depends on building a strong AI ecosystem. Korean Economy, A1.
  37. Lee, W. S. & Jeon, S. W. (2019). Trend analysis of sports industry R&D business using big data, Journal of the Korean Sports Association, 17(4), 1539-1549.
  38. Loland, S. (2002). Fair play: Historical anachronism or topical ideal? In Ethics and sport, 94-118.
  39. MHDB (2021. 02 .01). SBS Battle of the century! AI vs humans, https://blog.naver.com/weareaimaster/222227307055
  40. Naver (2022). Trolley dilemma, https://terms.naver.com/entry.naver?docId=3435131&cid=58345&categoryId=58345
  41. Oh, J. H. & Cho, K. M. (2017). Structural analysis between recognition of sports convergence industry and recognition of service-specialized strategy incorporating augmented reality technology and intention to watch: Focused on professional baseball. Journal of the Korean Physical Education Association, 56(5), 355-370. https://doi.org/10.23949/kjpe.2017.09.56.5.26
  42. Oh, S. W., Han, J. W. & Kim, M. S. (2019). Awareness analysis of water leisure sports tourism using social big data analysis. Korean Journal of Sports Industry Management, 24(4), 83-95. https://doi.org/10.31308/KSSM.24.4.6
  43. Park, C. W. (2020). Announcement of the current status of sports education in the United States according to the COVID-19 situation, Korean Association for Physical Education Academic Presentation, 9-20.
  44. Park, S. J. (2018). A Study on Ethical Issues on Judgment Judgement and Introduction of Video Reading, Journal of the Korean Philosophy of Physical Education, 26(2), 31-41.
  45. Park, S. W. (2020). Feature extraction method for skeleton-based hand gesture recognition using artificial neural network, Master's thesis, Hanyang University Graduate School.
  46. Royce, R. (2012). Refereeing and technology: Reflections on Collins' proposal. Journal of the Philosophy of Sport, 29(1), 53-64. https://doi.org/10.1080/00948705.2012.675066
  47. Ryu, H. S. (2015). Motion recognition technology trends and implications, Gesture recognition technology trends and implications. Digieco Report, 24-36.
  48. SBS (2021). Battle of the century! AI vs humans, AI taking over the sports world, artificial intelligence vs humans, https://blog.naver.com/weareaimaster/222227307055
  49. Seo, J. W. (2020). In the era of COVID-19, the appearance of lectures in the Physical Education Department of National Education Universities and the current situation and direction of improvement in online lectures, Journal of the Korean Elementary Physical Education Association, 26(3), 93-112. https://doi.org/10.26844/ksepe.2020.26.3.93
  50. Sports Nest Reporters Corps (2018. 11. 22). Sports science, evolving cutting-edge training equipment, National Sports Promotion Corporation.
  51. Suh, K. W. (2011). Basketball game fairness and video reading, Journal of the Korean Philosophy of Physical Education, 19(2), 37-52.
  52. Yoon, Y. G. & Kim, H. J. (2021). Help and interference with the introduction of VAR in the K-League referee's decision, Sports Science, 39(2), 125-133.