论文标题
众包和人行道数据:美国OpenStreetMap数据可信度的初步研究
Crowdsourcing and Sidewalk Data: A Preliminary Study on the Trustworthiness of OpenStreetMap Data in the US
论文作者
论文摘要
人行道在日常生活的城市流动性中起着关键作用。理想情况下,人行道为行人提供了安全的人行道,将公共交通设施联系起来,并为人们提供路线和导航服务。但是,开放人行道数据稀缺,这不仅会影响城市的可及性和步行性,而且还限制了决策者制定有见地的措施以改善行人设施的当前状态。作为最著名的众包数据存储库之一,OpenStreetMap(OSM)可以在很大程度上有助于缺乏开放人行道数据。但是,OSM数据的完整性和质量长期以来一直是一个主要问题。在本文中,我们提供了有关OSM人行道数据的可用性和可信赖性的初步研究。首先,我们比较了美国50多个主要城市的OSM人行道数据覆盖范围。然后,我们选择了三个主要城市(西雅图,芝加哥和纽约市),以进一步分析人行道数据及其特征的完整性,并计算利用历史OSM人行道数据的可信度指数。
Sidewalks play a pivotal role in urban mobility of everyday life. Ideally, sidewalks provide a safe walkway for pedestrians, link public transportation facilities, and equip people with routing and navigation services. However, there is a scarcity of open sidewalk data, which not only impacts the accessibility and walkability of cities but also limits policymakers in generating insightful measures to improve the current state of pedestrian facilities. As one of the most famous crowdsourced data repositories, OpenStreetMap (OSM) could aid the lack of open sidewalk data to a large extent. However, completeness and quality of OSM data have long been a major issue. In this paper, we offer a preliminary study on the availability and trustworthiness of OSM sidewalk data. First, we compare OSM sidewalk data coverage in over 50 major cities in the United States. Then, we select three major cities (Seattle, Chicago, and New York City) to further analyze the completeness of sidewalk data and its features, and to compute a trustworthiness index leveraging historical OSM sidewalk data.