Passenger Flow Scale Prediction of Urban Rail Transit Stations Based on Multilayer Perceptron (MLP)

Table 1

Current status of research on factors influencing passenger flow.

Author	Country	Influencing factors
Blainey et al. [1]	UK	Demographic characteristics: population
		Transportation facilities category: frequency of departures, parking space, and geographical distance
Gutiérrez et al. [2]	Spain	Transportation facilities category: station type, number of lines, and network accessibility
		Demographic characteristics: population and employment characteristics
		Locational factors: land use and street density
Pinedo et al. [3]	Spain	Location factors: number of commercial outlets around the station and spatial integration of the station
		Transportation facilities category: number of lines, accessibility of the network, and transportation demand
Chiang et al. [4]	United States	Transportation facilities: fixed line passenger flow and fares
		Demographic characteristics: population and resident income
Wu et al. [5]	China	Location factors: land use, socioeconomic, environment, and service level