计算机工程与应用2019，Vol.55Issue(6)：237-243,7.DOI:10.3778/j.issn.1002-8331.1712-0019
城市出租车乘客出行特征可视化分析方法
Visualization Analysis Method of Urban Taxi Passenger Travel Characteristics
摘要
Abstract
Visual analysis technology plays an increasingly important role in the analysis of traffic data, discovery of traf-fic problems and auxiliary decision-making through graphical and interactive forms of data. In order to show the informa-tion obtained from the GPS trajectory data clearly and intuitively, this paper presents an integrated clustering visualization and feature visualization method for the taxi GPS trajectory, aiming to solve the hard problem arising from the large data volume and complex spatial-temporal information. Firstly, the feature data used for visualization is extracted by data pro-cessing, then the visualization of the passenger pick-up point is carried out, and the trajectory data is visualized by the method of multi-view collaborative interaction. Finally, according to the visualization results, temporal and spatial distri-bution of the travel characteristics are analyzed. On this basis, an interactive visual analysis system is designed and the validity of the system is proved through case studies of real data sets.关键词
出租车GPS轨迹数据/出租车乘客出行特征/可视化分析/多视图协同交互Key words
taxi GPS trajectory data/taxi passenger travel characteristics/visualization analysis/multi-view collabora-tive interaction分类
信息技术与安全科学引用本文复制引用
牛丹丹,段宗涛,陈柘,康军,朱依水,唐蕾,葛建东,江华..城市出租车乘客出行特征可视化分析方法[J].计算机工程与应用,2019,55(6):237-243,7.基金项目
浙江省自然科学基金(No.LQ17E050001). （No.LQ17E050001）
