STF-RNN

Keras implementation of STF-RNN: Space Time Features-based Recurrent Neural Network for Predicting People Next Location

http://ieeexplore.ieee.org/document/7849919/

Requirements

How to run?

First, downlaod the data using the follwoing command:

 wget https://download.microsoft.com/download/F/4/8/F4894AA5-FDBC-481E-9285-D5F8C4C4F039/Geolife%20Trajectories%201.3.zip

and Extract the directory "Data" to the location of "STF-RNN.py".

Then, execute the following command:

python STF-RNN.py -e1 100 -e2 6 -r 20