Research Article

Urban Traffic Travel Time Short-Term Prediction Model Based on Spatio-Temporal Feature Extraction

Table 3

The key spatio-temporal features of the traffic network.

Predictors (symbol)No.

TTt−1TTt−2TTt−3TTt−4TTt−51∼5
T1Average_speedMinuteHourDayofweek6∼10
VacationLengthWidthAreaLink_ID11∼15
in_degreeout_degreecloseness_centralityPageRankinfomap16∼20
out_link1_lag1out_link1_lag221–22