Research Article

A Hierarchical Passenger Mobility Prediction Model Applicable to Large Crowding Events

Table 2

List of prediction features for TMF.

CategoryFeatureExplanationEstimate

AMondayIf the day is a Monday0.013
TuesdayIf the day is a Tuesday0.013
WednesdayIf the day is a Wednesday0.012
ThursdayIf the day is a Thursday0.012
FridayIf the day is a Friday0.012
SaturdayIf the day is a Saturday−0.021
SundayIf the day is a Sunday−0.046
HolidayIf the day is a holiday0
Previous dayIf the passenger had a trip in the previous day0.007
BTravel frequencyNumber of days with trips in the past 20 days−0.002
Nontravel daysNumber of consecutive days without trips prior to the day0.001
CNumber of potential tripsNumber of observed trips minuses average number of trips in a day0.060