Table 2. PT user travel patterns labels... | Emerald Publishing

Table 2.

PT user travel patterns labels based on spatial dimension

Labels	No.	Name	Definition
Work/dwell place	15	Residence and workplace station	Inferred based on the boarding and alighting stations within the user’s commuting time
	16	Region (administrative area)	The administrative area where the residence and workplace stations are located
	17	POI attributes	Attributes of the area where the residence and workplace stations are located
Travel preference	18	Preferred travel stations	High-frequency travel stations for the user
	19	Preferred travel origin-destination (OD) chains	High-frequency travel OD chains for the user
	20	Preferred travel region	The region where the high-frequency travel station for the user is located
	21	Preferred travel business district	Obtained through cluster analysis of high-frequency travel stations
Travel habits	22	Consumption and entertainment	The POI attribute for user’s alighting station is consumption and entertainment
	23	Education and training	The POI attribute for user’s alighting station is education and training
	24	Medical services	The POI attribute for user’s alighting station is medical services
Spatial correlation	25	Station spatial distribution patterns	Derived from Moran’s index analysis of the station

Labels	No.	Name	Definition
Work/dwell place	15	Residence and workplace station	Inferred based on the boarding and alighting stations within the user’s commuting time
	16	Region (administrative area)	The administrative area where the residence and workplace stations are located
	17	POI attributes	Attributes of the area where the residence and workplace stations are located
Travel preference	18	Preferred travel stations	High-frequency travel stations for the user
	19	Preferred travel origin-destination (OD) chains	High-frequency travel OD chains for the user
	20	Preferred travel region	The region where the high-frequency travel station for the user is located
	21	Preferred travel business district	Obtained through cluster analysis of high-frequency travel stations
Travel habits	22	Consumption and entertainment	The POI attribute for user’s alighting station is consumption and entertainment
	23	Education and training	The POI attribute for user’s alighting station is education and training
	24	Medical services	The POI attribute for user’s alighting station is medical services
Spatial correlation	25	Station spatial distribution patterns	Derived from Moran’s index analysis of the station

Source: Created by authors