A Survey of Traffic Data Visualization
Chen, Wei1,2; Guo, Fangzhou1; Wang, Fei-Yue3
Source PublicationIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
2015-12-01
Volume16Issue:6Pages:2970-2984
SubtypeArticle
AbstractData-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.
KeywordTraffic Traffic Data Visualization Visual Analysis Data-driven Intelligent Transportation System
WOS HeadingsScience & Technology ; Technology
DOI10.1109/TITS.2015.2436897
WOS KeywordTRAJECTORY DATA ; INTERACTIVE VISUALIZATION ; GRAPH VISUALIZATION ; RESEARCH DIRECTIONS ; VISUAL EXPLORATION ; MOVEMENT DATA ; DENSITY MAPS ; TIME ; TRANSPORTATION ; PATTERNS
Indexed BySCI
Language英语
Funding OrganizationMajor 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 Research AreaEngineering ; Transportation
WOS SubjectEngineering, Civil ; Engineering, Electrical & Electronic ; Transportation Science & Technology
WOS IDWOS:000365958500002
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Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/10535
Collection复杂系统管理与控制国家重点实验室_先进控制与自动化
Corresponding AuthorChen, Wei
Affiliation1.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
Recommended Citation
GB/T 7714
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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