发展中的运动表现分析技术、算法和模型的调查

IF 0.7 Q3 COMPUTER SCIENCE, THEORY & METHODS

International Journal of Advanced Computer Science and Applications Pub Date : 2023-01-01 DOI:10.14569/ijacsa.2023.0140916

Shamala Subramaniam, Manoj Ravi Shankar, Azyyati Adiah Zazali, Hong Siaw Swin, Zarina Muhamed, Sivakumar Rajagopal, Mohamad Zamri Napiah, Faisal Embung

引用次数: 0

摘要

工业革命4.0的出现、广泛发展和部署明显改变了体育表现监测的方法。因此，在体育的各个领域出现了越来越多的新的和适应的技术，如比赛分析，球员表现分析和许多其他领域。丰富多样的运动表现分析技术、算法和框架为提升运动技术的新视野提供了不断的基础。因此，本文旨在涵盖重要的发现，将提供在这一领域的全面调查。以前的调查广泛关注运动表现分析的各种方法，特定运动分析和围绕运动表现分析的其他技术。然而，大部分的注意力主要集中在训练和比赛表现上，而不是在场外。本文的目的是了解当前的研究趋势，挑战和未来的方向动态发展的技术嵌入在体育世界。这项调查旨在为这个丰富的资料库做出贡献，但同时又增加了一个新的场外焦点元素，即研究运动员、他们生活的体育方面、非体育方面和运动表现分析方法之间的联系。此外，本文还广泛分析了人工智能(AI)作为运动成绩分析系统和平台基础的指数级增长。本文还介绍了使用算法工具和运动成绩平台和系统的运动员成绩分析的综合分类。随后，对该分类法的详细分析，使得对开放性问题和未来发展方向的识别和详细分析成为可能。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

International Journal of Advanced Computer Science and Applications COMPUTER SCIENCE, THEORY & METHODS-

CiteScore

2.30

自引率

22.20%

发文量

519

期刊介绍： IJACSA is a scholarly computer science journal representing the best in research. Its mission is to provide an outlet for quality research to be publicised and published to a global audience. The journal aims to publish papers selected through rigorous double-blind peer review to ensure originality, timeliness, relevance, and readability. In sync with the Journal''s vision "to be a respected publication that publishes peer reviewed research articles, as well as review and survey papers contributed by International community of Authors", we have drawn reviewers and editors from Institutions and Universities across the globe. A double blind peer review process is conducted to ensure that we retain high standards. At IJACSA, we stand strong because we know that global challenges make way for new innovations, new ways and new talent. International Journal of Advanced Computer Science and Applications publishes carefully refereed research, review and survey papers which offer a significant contribution to the computer science literature, and which are of interest to a wide audience. Coverage extends to all main-stream branches of computer science and related applications