TrajGraph: A Graph-Based Visual Analytics Approach to Studying Urban Network Centralities Using Taxi Trajectory Data

@article{Huang2016TrajGraphAG,
  title={TrajGraph: A Graph-Based Visual Analytics Approach to Studying Urban Network Centralities Using Taxi Trajectory Data},
  author={Xiaoke Huang and Ye Zhao and Chao Ma and Jing Yang and Xinyue Ye and Chong Zhang},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  year={2016},
  volume={22},
  pages={160-169}
}
We propose TrajGraph, a new visual analytics method, for studying urban mobility patterns by integrating graph modeling and visual analysis with taxi trajectory data. A special graph is created to store and manifest real traffic information recorded by taxi trajectories over city streets. It conveys urban transportation dynamics which can be discovered by applying graph analysis algorithms. To support interactive, multiscale visual analytics, a graph partitioning algorithm is applied to create… CONTINUE READING
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References

Publications referenced by this paper.
Showing 1-10 of 45 references

Visual Exploration of Sparse Traffic Trajectory Data

IEEE Transactions on Visualization and Computer Graphics • 2014
View 1 Excerpt

Methods for Multilevel Analysis and Visualisation of Geographical Networks

C. Rozenblat, G. Melancon
Springer, • 2013
View 1 Excerpt

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