Visual analytics tools for analysis of movement data

@article{Andrienko2007VisualAT,
  title={Visual analytics tools for analysis of movement data},
  author={G. Andrienko and N. Andrienko and S. Wrobel},
  journal={SIGKDD Explor.},
  year={2007},
  volume={9},
  pages={38-46}
}
With widespread availability of low cost GPS devices, it is becoming possible to record data about the movement of people and objects at a large scale. While these data hide important knowledge for the optimization of location and mobility oriented infrastructures and services, by themselves they lack the necessary semantic embedding which would make fully automatic algorithmic analysis possible. At the same time, making the semantic link is easy for humans who however cannot deal well with… Expand
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References

OPTICS: ordering points to identify the clustering structure
  • 3,353
  • Highly Influential
  • PDF