首页|基于CiteSpace的近十年国内人工智能融入体育发展研究的可视化分析

基于CiteSpace的近十年国内人工智能融入体育发展研究的可视化分析

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目的:探索近十年人工智能与体育发展的融合情况,明确其研究热点并预测未来趋势,为未来的研究工作提供理论框架和方向性指引,以推动人工智能在体育行业中的应用和发展.方法:依托中国知网(CNKI)数据库,对2014-2024年的相关学术文献进行搜集,结合CiteSpace 6.3.R1和Excel等文献计量分析工具,从发文趋势、研究者与机构分布、关键词的共现、主题聚类、时区分布及关键词突现情况等多个维度进行可视化研究分析.结果表明:(1)发文量呈现稳步增长的趋势,历经初期探索、波动增长、深化成熟3个阶段.(2)当前研究热点主要围绕竞技体育、元宇宙、大数据、5G时代、体育管理等开展相关研究.(3)该领域研究者合作不足尚未形成稳固核心作者群体,研究机构集中于我国东中部,呈集中与多样化特点,并逐步扩展至全国,高等院校及体育类学院为主力,机构间存在合作与协同创新不足.(4)该领域核心聚焦于技术应用、管理与产业、竞技与经济三大板块.(5)学界对该领域研究正从技术探索转向应用实践和管理策略的深入研究,呈现阶段性发展.展望:未来研究应紧密跟踪技术前沿,探索人工智能与体育的无限可能,推动体育领域的智能化、个性化与高效化发展.
Research on Integration of Artificial Intelligence into Sports Development in China over the Past Decade:A Visual Analysis Based on CiteSpace
OBJECTIVE:This study aims to explore the integration of artificial intelligence with sports development over the past decade,identify research hotspots,and predict future trends.This will provide a theoretical framework and directional guidance for future research efforts,promoting the application and development of artificial intelligence in the sports industry.METHOD:Utilizing the CNKI database,relevant academic literature from 2014 to 2024 was collected.A visual analysis was conducted using bibliometric tools such as CiteSpace 6.3.R1 and Excel,focusing on multiple dimensions including publication trends,distribution of researchers and institutions,co-occurrence of keywords,thematic clustering,temporal distribution,and keyword emergence.RESULTS:(ⅰ)The volume of publications shows a steady growth trend,evolving through three stages:initial exploration,fluctuating growth,and deepening maturity.(ⅱ)Current research hotspots primarily revolve around competitive sports,the metaverse,big data,the 5G era,and sports management.(ⅲ)Collaboration among researchers in this field is insufficient,preventing the formation of a stable core author group.Research institutions are concentrated in Eastern and Central China,displaying both concentration and diversification while gradually expanding nationwide.Universities and sports colleges are the main contributors,although there is a lack of cooperation and collaborative innovation among institutions.(ⅳ)The core research focus in this field centers on three major sectors:technology application,management and industry,and competition and economics.(ⅴ)Academic research is shifting from technical exploration to in-depth studies of application practices and management strategies,reflecting a phased development.OUTLOOK:Future research should closely follow technological advancements,explore the limitless possibilities of artificial intelligence in sports,and promote intelligent,personalized,and efficient development within the sports sector.

artificial intelligencesportsdevelopmentcitespacevisual analysisresearch hotspots

钟星学、严亨豪、邹林宏、乔虹、刘焰、袁晓辉

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四川农业大学体育学院,四川雅安 625014

人工智能 体育 发展 CiteSpace 可视化分析 研究热点

2024

体育科技文献通报
国家体育总局体育信息中心

体育科技文献通报

影响因子:0.329
ISSN:1005-0256
年,卷(期):2024.32(9)