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基于人工智能的社区居民体育健康行为治理平台构建

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[目的]为了提升基本公共体育服务的智慧化水平,增强社区居民体育健康行为治理效能,构建基于人工智能的社区居民体育健康行为治理平台.[方法]采用文献资料法、访谈法、原型法进行用户需求分析和功能模块分析,融合人工智能、数据挖掘算法,设计出基于人工智能的社区居民体育健康行为治理平台.[结果]该治理平台具有科学运动服务、体育健康行为宣传、体育社会组织管理、群众体育赛事组织、政府治理等功能,并由前端展示层、访问控制层、应用服务层、算法服务层、数据存储层、基础服务层等构成.其中,数据存储层由9个数据库构成.[结论]该治理平台可为社区居民提供个性化、科学化的体育健康服务,并为其智能化制订全周期的体育健身计划、预约体育场馆、推荐体育健康知识,还可辅助政府做出体育健康行为治理的决策,提高公共体育服务的供给水平.
The Construction of Community Residents'Sports and Health Behaviors Governance Platform Based on Artificial Intelligence
[Purposes]In order to enhance intelligent management level of basic public sports services and the effectiveness of community residents' sports and health behavior governance,an community resident sports and health behavior governance platform based on artificial intelligence should be con-structed.[Methods]User requirement and functional module have been analyzed by literature review,in-terview,and prototype methods,and the community resident sports and health behavior governance plat-form has been designed based on artificial intelligence and data mining algorithms.[Findings]The gov-ernance platform has five functions such as providing scientific sports services,publicizing sports health behavior promotion,managing sports social organization management,organizing mass sports event,and supporting government governance,which is composed of a fore-end display layer,access control layer,application service layer,algorithm service layer,data storage layer,and basic service layer,and among them,the data storage layer consists of 9 databases.[Conclusions]This governance platform can provide community residents with personalized and scientific sports and health services,such as intelligently de-velop full cycle sports and fitness plans,make appointments for sports venues,recommend sports and health knowledge,and assist the government to make decisions on sports and health behavior governance in order to improve the supply level of public sports services.

sports and health behaviorgovernance platformartificial intelligencecommunity residents

邓峰、樊永锋

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郑州大学体育学院,河南 郑州 450044

体育健康行为 治理平台 人工智能 社区居民

2024

河南科技
河南省科学技术信息研究院

河南科技

影响因子:0.615
ISSN:1003-5168
年,卷(期):2024.51(24)