Urban Structure Accessibility Modeling and Visualization for Joint Spatiotemporal Constraints

可视化 地理空间分析 计算机科学 兴趣点 集合(抽象数据类型) 服务(商务) 领域(数学分析) 图形 构造(python库) 3D城市模型 数据科学 运输工程 数据挖掘 地理 理论计算机科学 地图学 人工智能 工程类 经济 数学分析 经济 程序设计语言 数学
作者
Farah Kamw,Shamal Al-Dohuki,Ye Zhao,Thomas Eynon,David Sheets,Jing Yang,Xinyue Ye,Wei Chen
出处
期刊:IEEE Transactions on Intelligent Transportation Systems [Institute of Electrical and Electronics Engineers]
卷期号:21 (1): 104-116 被引量:18
标识
DOI:10.1109/tits.2018.2888994
摘要

In modern cities, service providers want to identify the regions that are hard to reach from multiple fire stations, a citizen wants to meet with friends in a restaurant close to everyone, and administrators want to find whether an area far from two bus stations needs a new one. Such tasks involve studying the dynamic accessibility of the urban structures over multiple geospatial and temporal constraints, which is an important topic in geographical sciences and urban transportation. In this paper, we present a new computational model and a visualization system that help domain users to interactively study the jointly constrained accessible regions, street segments, and Points of Interest (POIs). In particular, Urban Structure Accessibility Visualization system is built upon a new Min-Max Joint Set model, where specifically designed set operations not only represent the accessible regions but also compute the minimum and maximum access times to urban structures from the joint constraints. The computation and visualization are supported by a new graph model that accommodates the real-world dynamic traffic situation and the geographical settings of urban street segments and POIs. The visualization system allows the users to conveniently construct and manage accessible regions and visually explore the urban structures inside them.
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