文献类型：期刊文献

英文题名：The rhythms of citizens' leisure and recreation: a case study based on social media data

作者：Zhang, Yuansuo[1];Wang, Xuejiao[2];Zhi, Guoqing[3];Zhou, Huimin[4];Cui, Na[5]

第一作者：张远索

通讯作者：Cui, N[1]

机构：[1]Beijing Union Univ, Coll Appl Arts & Sci, Beijing, Peoples R China;[2]China Elect Technol Grp Corp, Gen Inst Special Reg, Acad Elect & Informat, Beijing, Peoples R China;[3]China Elect Technol Grp Corp, Acad Elect & Informat Technol, Beijing, Peoples R China;[4]Tianjin Univ Technol, Sch Management, Tianjin, Peoples R China;[5]Beijing Union Univ, Teachers Coll, Beijing, Peoples R China

第一机构：北京联合大学应用文理学院

通讯机构：[1]corresponding author), Beijing Union Univ, Teachers Coll, Beijing, Peoples R China.|[1141711]北京联合大学师范学院;[11417]北京联合大学;

年份：2025

卷号：13

外文期刊名：FRONTIERS IN ECOLOGY AND EVOLUTION

收录：;Scopus(收录号：2-s2.0-105021114788);WOS:【SCI-EXPANDED(收录号:WOS:001608551300001)】；

基金：We are grateful to the Electronic Science Research Institute of China Electronics Technology Group Corporation, Chinese Academy of Sciences for providing data and resource support, and to Beijing Union University for providing innovations in ideas and analytical methods.

语种：英文

外文关键词：urban leisure and recreation activities; social media Weibo data; tourism big data; machine learning; urban rhythm; Beijing

摘要：Introduction Leisure and recreation behavior has become one of the important lifestyles for urban residents, according to the continuous development of China's social economy and the improvement of urban residents' living standards and the spatio-temporal rhythm of these activities presents significant potential for exploration.Methods This study investigates the temporal and spatial patterns of citizens' leisure and recreation activities in Beijing with the social media data from Sina Weibo. Through machine learning and spatial statistical methods, the research analyzes residents' leisure and recreation behaviors, identifying four main topics: "Popular Nowadays," "Special Events," "Scenic Spots," and "Daily Leisure."Results The analysis reveals the leisure and recreation activity timing correlates closely with daily work and rest habits, which shows significant differences between weekdays and weekends. The "Popular Nowadays" accounts for 21.9% of leisure and recreation activities, while the "Daily Leisure" represents the largest proportion at 29.1% and shows a marked increase on weekends. Spatially, leisure and recreation activities display a centripetal distribution, with the high activity levels of the city center and main roads, and different leisure and recreation topics have distinct hotpots, including commercial areas, scenic spots, and cultural sites. Notably, the "Special Events" demonstrates a significant increase in activity distance on Saturdays, with an average distance considerably higher than other topics.Discussion The study concludes that the dynamic level of leisure and recreation activities is influenced by urban facility distribution and quality, which offer valuable insights for urban planning and "leisure and recreation "space improvement in Beijing.