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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

机译:居民网络签到活动的时空结构特征及其影响因素-以北京市六区为例

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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.
机译:本文以北京六个市区为例,获取了2014年9月24日至10月7日的微博网站新浪微博的签到数据,并通过GIS核密度分析和SPSS相关分析,研究了城市居民办理登机手续的时空分布及其影响因素。结果表明,在连续的时间段内,登机活动呈周期性波动,周期为24小时,并且具有时差特征。各地区空间集聚中心的签到活动的空间变化较大,朝阳区是空间集聚中心中最集中的区域。签到活动的分布显示出评级量表和核心外围的显着特征。影响登机活动时间分布的因素主要来自人类活动的规律性,距离衰减规律和城市服务业对登机活动的空间结构产生重要影响。

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