论文标题

基于移动数据的城市游客的步行性分析:韩国大道的案例

Analysis of Urban Visitor's Walkability Based On Mobile Data: The Case of Daejeon, Korea

论文作者

Chang, Mi, Lee, Gi-bbeum, Lee, Ji-Hyun

论文摘要

目的地的步行性在获得城市游客的地位感方面起着决定性的作用。为了获得改进的基于步行性的访问体验,通过将其分为小型单位,从目的地开始,可以分析城市结构。但是,现有的研究集中于行政区的居民步行性,并使用有限的上下文信息和结构分析工具。因此,这项研究旨在通过网络分析来理解步行性,并使用从大达(Daejeon)的822利率(POI)收集的基于移动的访问者数据。在本文中,测量了带有访问者和POI的95,817个细胞之间的实际步行距离,以计算细胞对POI的边缘重量和影响。我们通过边缘重量分析POI细胞网络,提取九个社区,通过POI分析了解城市的环境,并得出以下发现。首先,有可能确定访客基于步行性的部门的潜在需求。其次,我们的步行性测量方法遵循一种自下而上的方法,从一个小型单元开始,将整个城市理解为社区提取模型,并可能延伸到韩国其他城市。第三,使用拟议的网络分析方法中的访问者数量和距离,可以以POI为中心的结构分析。

The walkability of destinations plays a decisive role in obtaining a sense of place for urban visitors. For an improved walkability-based visit experience, the city structure is analyzed by dividing it into small units, starting with the destination. However, existing studies focus on the walkability of residents by administrative district and use limited contextual information and structural analysis tools. Therefore, this study aims to structurally understand walkability through network analysis with mobile-based visitor data collected from 822 point-of-interest (POI) in Daejeon. In this paper, the actual walking distance between 95,817 cells with visitors and POI is measured to calculate the edge weight and the influence of cells on POI. We analyze the POI-cell network through edge weight, extract nine communities, understand the city context through POI analysis and derive the following findings. Firstly, it is possible to determine the potential demand by the visitor's walkability-based division. Second, our walkability measurement method follows a bottom-up approach, starting with a small unit cell, understanding the entire city as a community extraction model, and possibly extending to other cities in Korea. Third, POI-centered structural analysis is possible using the number of visitors and distance in the proposed network analysis method.

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