In previous research, POIs or land use have been assumed to have the same potential to originate or attract trips, a simplification ISPRS Int. J. Geo-Inf. 2019, 8, 271 4 of 18 which leads to a bias in representing trip purpose inference [22]. For example, a large residential POI may...