Social Information Improves Location Prediction in the Wild

@inproceedings{Li2014SocialII,
  title={Social Information Improves Location Prediction in the Wild},
  author={Jia Li and Ivan Brugere and Brian D. Ziebart and Tanya Y. Berger-Wolf and Margaret Crofoot and Damien Roger Farine},
  year={2014}
}
How can knowing the location of my friends be used to more accurately predict my location? This paper explores socially-aware location prediction under a particularly challenging setting where the underlying interactions and social network are unknown and must be inferred over continuous spatiotemporal data. Our method samples inferred network topology using a linear regression model to predict future individual locations. We present an in-depth empirical study comparing different network… CONTINUE READING
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References

Publications referenced by this paper.
Showing 1-10 of 32 references

The Places of Our Lives: Visiting Patterns and Automatic Labeling from Longitudinal Smartphone Data

  • Do, T.M.T. Gatica-Perez 2014 Do, D. Gatica-Perez
  • Mobile Computing, IEEE Transactions on 13(3):638…
  • 2014

An Empirical Study of Geographic User Activity Patterns in Foursquare

  • Noulas
  • Artificial Intelligence
  • 2011

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