Abstract | ||
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There are often multiple routes between regions. Many factors potentially affect driver's route choice, such as expected time cost, length etc. In this work, we present a visual analysis system to explore driver's route choice behaviour based on taxi GPS trajectory data. With interactive trajectory filtering, the system constructs feasible routes between regions of interest. Using a rank-based visualization, the attributes of multiple routes are explored and compared. Based on a statistical model, the system supports to verify trajectory-related factors' impact on route choice behaviour. The effectiveness of the system is demonstrated by applying to real trajectory dataset. |
Year | DOI | Venue |
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2015 | 10.1109/VAST.2015.7347679 | 2015 IEEE Conference on Visual Analytics Science and Technology (VAST) |
Keywords | DocType | Citations |
I.3.6 [Computer Graphics]: Methodology and Interaction Techniques-,H.5.2 [Information Interfaces and Presentation]: Graphical User Interfaces(GUI)- | Conference | 1 |
PageRank | References | Authors |
0.39 | 2 | 5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Min Lu | 1 | 214 | 11.29 |
Chufan Lai | 2 | 27 | 3.69 |
Tangzhi Ye | 3 | 56 | 3.32 |
Jie Liang | 4 | 1 | 0.39 |
Xiaoru Yuan | 5 | 1157 | 70.28 |