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 |
DOI | 10.3130/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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