Title
Visual analysis of route choice behaviour based on GPS trajectories
Abstract
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
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 Lu121411.29
Chufan Lai2273.69
Tangzhi Ye3563.32
Jie Liang410.39
Xiaoru Yuan5115770.28