体育中的人工智能:应用、挑战和未来趋势的叙述性回顾。

IF 2.5 2区 医学 Q2 SPORT SCIENCES
Diwei Zhou, Justin W L Keogh, Yingliang Ma, Raymond K Y Tong, Abdul R Khan, Nicholas R Jennings
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引用次数: 0

摘要

本文探讨了人工智能(AI)在体育运动中的变革性影响,涵盖了其在生物力学、性能增强、运动医学、健康监测、教练和人才识别等关键领域的应用、挑战和未来方向。人工智能可以帮助运动员优化运动、个性化训练、改善诊断并加速康复。然而,将人工智能整合到体育运动中存在挑战,特别是在数据隐私、道德问题和体育组织内部的采用方面。本次审查还讨论了这些问题,强调了负责任的数据治理和透明度的战略。此外,该报告还探讨了人工智能在体育领域的未来发展趋势,这些趋势表明,人工智能将对全球体育运动的实践和管理产生深远影响,并指向一个提高成绩、健康和包容性的时代。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial intelligence in sport: A narrative review of applications, challenges and future trends.

This narrative review explores the transformative impact of artificial intelligence (AI) in sport, covering its applications, challenges and future directions across key areas such as biomechanics, performance enhancement, sports medicine, health monitoring, coaching and talent identification. AI can potentially empower athletes to optimise movement, personalise training, improve diagnostics and accelerate rehabilitation. However, integrating AI into sport presents challenges, particularly around data privacy, ethical concerns and adoption within sport organisations. This review also addresses these issues, highlighting strategies for responsible data governance and transparency. Furthermore, the review explores the promising future trends for AI in sport, which suggest a profound impact how sport is practiced and managed globally, pointing towards an era of enhanced performance, health and inclusivity.

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来源期刊
Journal of Sports Sciences
Journal of Sports Sciences 社会科学-运动科学
CiteScore
6.30
自引率
2.90%
发文量
147
审稿时长
12 months
期刊介绍: The Journal of Sports Sciences has an international reputation for publishing articles of a high standard and is both Medline and Clarivate Analytics-listed. It publishes research on various aspects of the sports and exercise sciences, including anatomy, biochemistry, biomechanics, performance analysis, physiology, psychology, sports medicine and health, as well as coaching and talent identification, kinanthropometry and other interdisciplinary perspectives. The emphasis of the Journal is on the human sciences, broadly defined and applied to sport and exercise. Besides experimental work in human responses to exercise, the subjects covered will include human responses to technologies such as the design of sports equipment and playing facilities, research in training, selection, performance prediction or modification, and stress reduction or manifestation. Manuscripts considered for publication include those dealing with original investigations of exercise, validation of technological innovations in sport or comprehensive reviews of topics relevant to the scientific study of sport.
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