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Spatiotemporal Structure Features of Network Check-in Activities of Urban Residents and Their Impacting Factors: A Case Study in Six Urban Districts of Beijing
Dai, Linlin ; Xue, Tao ; Wu, Bihu ; Rong, Xiao ; Xu, Bixia
刊名JOURNAL OF ASIAN ARCHITECTURE AND BUILDING ENGINEERING
2017
关键词big data check-in activities spatiotemporal structure Beijing
DOI10.3130/jaabe.16.131
英文摘要In this paper, six urban districts of Beijing were used in a case study in which the check-in data of Sina Micro-blog (Weibo), a micro-blogging website, from September 24 to October 7, 2014, were acquired, and the spatial and temporal distributions of the check-in activities of urban residents and their impacting factors were investigated through GIS kernel density analysis and SPSS correlation analysis. The results showed that in a continuous time period, the check-in activities assumed a wavy periodic motion with a cycle of 24 hours and also time differentiation characteristics. The spatial variations in the check-in activities in spatial agglomeration centers among the districts were somewhat large, with Chaoyang District being the most concentrated area among the spatial agglomeration centers. The distribution of the check-in activities exhibited significant features of rating-scale and core-periphery. The factors affecting the time distribution of the check-in activities mainly derived from the regularity of human activities, and the distance attenuation law and the urban services industry exerted important impacts on the spatial structure of check-in activities.; National Natural Science Foundation of China [51578005]; Beijing Natural Science Foundation [8132030]; National Technology R&D Program for the 12th five-year plan of China [2013BAJ10B01]; China Scholarship Council [201506015034]; 111 Project [B14001]; A&HCI; SCI(E); ARTICLE; 1; 131-138; 16
语种英语
内容类型期刊论文
源URL[http://ir.pku.edu.cn/handle/20.500.11897/469577]  
专题城市与环境学院
推荐引用方式
GB/T 7714
Dai, Linlin,Xue, Tao,Wu, Bihu,et al. Spatiotemporal Structure Features of Network Check-in Activities of Urban Residents and Their Impacting Factors: A Case Study in Six Urban Districts of Beijing[J]. JOURNAL OF ASIAN ARCHITECTURE AND BUILDING ENGINEERING,2017.
APA Dai, Linlin,Xue, Tao,Wu, Bihu,Rong, Xiao,&Xu, Bixia.(2017).Spatiotemporal Structure Features of Network Check-in Activities of Urban Residents and Their Impacting Factors: A Case Study in Six Urban Districts of Beijing.JOURNAL OF ASIAN ARCHITECTURE AND BUILDING ENGINEERING.
MLA Dai, Linlin,et al."Spatiotemporal Structure Features of Network Check-in Activities of Urban Residents and Their Impacting Factors: A Case Study in Six Urban Districts of Beijing".JOURNAL OF ASIAN ARCHITECTURE AND BUILDING ENGINEERING (2017).
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