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AI赋能篮球俱乐部商业运营的应用研究. (2026). 环球体育科学杂志, 1-6. https://doi.org/10.62836/sport.v3i1.1220
AI赋能篮球俱乐部商业运营的应用研究
高泓杰
北京哈罗国际学校,北京
摘要:随着数字经济的快速发展和人工智能技术的广泛应用,职业体育产业正逐步迈向数字化、智能化发展阶段。作为职业体育的重要组成部分,篮球俱乐部在商业运营过程中面临球迷需求多样化、市场竞争加剧以及运营效率提升等现实挑战。人工智能(Artificial Intelligence, AI)凭借数据分析、智能推荐和预测决策等技术优势,为篮球俱乐部商业运营创新提供了新的发展路径。本文采用文献研究法、案例分析法和比较分析法,在整理国内外相关研究成果的基础上,探讨人工智能在球迷运营、精准营销、票务管理和商业合作等方面的应用实践,并结合职业篮球俱乐部案例分析其商业价值创造机制。研究发现,人工智能有助于提升用户服务质量、优化资源配置效率、增强品牌传播效果以及拓展商业收入来源,但同时也面临数据整合不足、技术投入较高、复合型人才缺乏以及数据安全风险等问题。基于此,本文提出加强数据平台建设、完善人才培养机制和健全数据治理体系等优化路径,以期为篮球俱乐部数字化转型和商业运营创新提供参考。
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[2] Kim J W, Ford V. An introduction to the AI special issue and a modern framework for AI in sport management. Journal of Applied Sport Management, 2025, 17(4).
[3] Li B, Xu X. Application of artificial intelligence in basketball sport. Journal of Education, Health and Sport, 2021, 11(7): 54-67.
[4] 宋洁. 浙江广厦篮球俱乐部运行机制与经营模式研究[D].武汉:武汉体育学院,2019.
[5] Santomier J, Dolles H, Kunz R. The National Basketball Association's (NBA) digital transformation: an explanatory case study. Quality in Sport, 2023, 11(1): 63-80.
[6] 赵森泉. 数智赋能高职院校体育俱乐部教学模式改革[J].娱乐体育,2025(19):19-21.
[7] 颜春秋, 王立军. 数字经济背景下体育产业数字化转型的路径研究[J].现代教育与实践,2025,7(22):210-212.
[8] Wang Y. The impact of digital transformation in the sports industry. Advances in Economics, Management and Political Sciences, 2024, 77(1):1-6.
[9] Zhang Y N, Zhao W, Liu H M. Effect of digital transformation in sports companies on green innovation: evidence from listed companies in China. Sustainability, 2024, 16(19):8346.
[10] Mishra M. AI and analytics in sports: leveraging BERTopic to map the past and chart the future[EB/OL]. (2025)[2026-06-04]. DOI:10.48550/arXiv.2510.15487.