Real-time Travel Time Estimation Using Matrix Factorization
Ebrahim Badrestani,
Behnam Bahrak,
Ali Elahi
et al.
Abstract:Estimating the travel time of any route is of great importance for trip planners, traffic operators, online taxi dispatching and ride-sharing platforms, and navigation provider systems. With the advance of technology, many traveling cars, including online taxi dispatch systems' vehicles are equipped with Global Positioning System (GPS) devices that can report the location of the vehicle every few seconds. This paper uses GPS data and the Matrix Factorization techniques to estimate the travel times on all road … Show more
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