A Survey of Traffic Data Visualization
Chen, Wei1,2; Guo, Fangzhou1; Wang, Fei-Yue3
2015-12-01
发表期刊IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
卷号16期号:6页码:2970-2984
文章类型Article
摘要Data-driven intelligent transportation systems utilize data resources generated within intelligent systems to improve the performance of transportation systems and provide convenient and reliable services. Traffic data refer to datasets generated and collected on moving vehicles and objects. Data visualization is an efficient means to represent distributions and structures of datasets and reveal hidden patterns in the data. This paper introduces the basic concept and pipeline of traffic data visualization, provides an overview of related data processing techniques, and summarizes existing methods for depicting the temporal, spatial, numerical, and categorical properties of traffic data.
关键词Traffic Traffic Data Visualization Visual Analysis Data-driven Intelligent Transportation System
WOS标题词Science & Technology ; Technology
DOI10.1109/TITS.2015.2436897
关键词[WOS]TRAJECTORY DATA ; INTERACTIVE VISUALIZATION ; GRAPH VISUALIZATION ; RESEARCH DIRECTIONS ; VISUAL EXPLORATION ; MOVEMENT DATA ; DENSITY MAPS ; TIME ; TRANSPORTATION ; PATTERNS
收录类别SCI
语种英语
项目资助者Major Program of the National Natural Science Foundation of China(61232012) ; National Natural Science Foundation of China(61422211) ; National 973 Program of China(2015CB352503) ; Zhejiang Provincial Natural Science Foundation of China(LR13F020001) ; Fundamental Research Funds for the Central Universities ; NUS-ZJU SeSama Center
WOS研究方向Engineering ; Transportation
WOS类目Engineering, Civil ; Engineering, Electrical & Electronic ; Transportation Science & Technology
WOS记录号WOS:000365958500002
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被引频次:40[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/10535
专题复杂系统管理与控制国家重点实验室_先进控制与自动化
通讯作者Chen, Wei
作者单位1.Zhejiang Univ, State Key Lab Comp Aided Design & Comp Graph, Hangzhou 310058, Zhejiang, Peoples R China
2.Zhejiang Univ, Cyber Innovat Ctr, Hangzhou 310027, Zhejiang, Peoples R China
3.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China
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Chen, Wei,Guo, Fangzhou,Wang, Fei-Yue. A Survey of Traffic Data Visualization[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,2015,16(6):2970-2984.
APA Chen, Wei,Guo, Fangzhou,&Wang, Fei-Yue.(2015).A Survey of Traffic Data Visualization.IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,16(6),2970-2984.
MLA Chen, Wei,et al."A Survey of Traffic Data Visualization".IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 16.6(2015):2970-2984.
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