运用文献资料、逻辑推理和案例调查等研究方法，深入分析了人工智能赋能体育场馆智慧化转型的基本表征、应用价值及深化路径。研究认为：1）相较于传统体育场馆特点，人工智能赋能体育场馆智慧化转型的基本表征为建筑智慧化、服务智慧化和管理智慧化；2）通过对体育场馆传统职能的厘清，人工智能赋能体育场馆智慧化转型的应用价值主要是助力大型体育赛事顺利举办、助力体育产业高质量发展和助力公共体育服务有效供给；3）在人工智能赋能体育场馆智慧化转型的实践过程中，存在着标准体系缺失、推广难度较大、应用效果不佳和数据问题较多等现实困境。4）为了使人工智能更好地赋能体育场馆的智慧化转型，提出了制定标准体系、实施差异发展、实现整体优化和提供系统保障4条深化路径。

Using the methods of literature review, logical reasoning and case investigation, this paper analyzes the basic characteristics, the value of application and deepening path of sport stadiums’ intellectualization transformation of artificial intelligence(AI). The results showed that 1) Compared with the characteristics of traditional sport stadiums, the basic characteristics of sport stadiums’ intellectualization transformation with AI were architecture intellectualization, service intellectualization and management intellectualization; 2) Through clarifying functions of traditional sport stadiums, the value of application of sport stadiums’ intellectualization transformation with AI was mainly for holding mega events successfully, improving the developing quality of sport industry and providing effective public sport service; 3) In the practice of intelligent transformation of AI enabled stadiums, there are many practical difficulties, such as lack of standard system, difficulty in promotion, poor application effect and many data problems; 4) To promote sport stadiums’ intellectualization transformation with AI better, this paper made four point suggestions of drawing up industry standards, carrying out differential developments, achieving overall optimization and providing systematic safeguards.

2020年教育部人文社会科学研究一般项目：我国体育场馆智慧化转型升级的现实基础、动力机制和实践模式研究(20YJA890003)