Prediction, Expectation, and Surprise: Methods, Designs, and Study of a Deployed Traffic Forecasting Service

@inproceedings{Horvitz2005PredictionEA,
  title={Prediction, Expectation, and Surprise: Methods, Designs, and Study of a Deployed Traffic Forecasting Service},
  author={Eric Horvitz and Johnson Apacible and Raman Sarin and Lin Liao},
  booktitle={UAI},
  year={2005}
}
We present research on developing models that forecast traffic flow and congestion in the Greater Seattle area. The research has led to the deployment of a service named JamBayes, that is being actively used by over 2,500 users via smartphones and desktop versions of the system. We review the modeling effort and describe experiments probing the predictive accuracy of the models. Finally, we present research on building models that can identify current and future surprises, via efforts on… CONTINUE READING
Highly Cited
This paper has 151 citations. REVIEW CITATIONS
Related Discussions
This paper has been referenced on Twitter 3 times. VIEW TWEETS

Citations

Publications citing this paper.
Showing 1-10 of 101 extracted citations

152 Citations

01020'08'11'14'17
Citations per Year
Semantic Scholar estimates that this publication has 152 citations based on the available data.

See our FAQ for additional information.

Similar Papers

Loading similar papers…