CPC G01C 21/3617 (2013.01) [G06F 16/29 (2019.01); G06Q 50/30 (2013.01); H04L 67/52 (2022.05); H04W 4/02 (2013.01); H04W 4/029 (2018.02); H04W 4/40 (2018.02); G06Q 30/04 (2013.01)] | 16 Claims |
1. A system for providing information for an on-demand service, comprising:
at least one non-transitory computer-readable storage medium including a set of instructions,
at least one processor in communication with the at least one non-transitory storage medium, wherein when executing the set of instructions, the at least one processor is configured to cause the system to:
receive, at the system, from a terminal device of a user, a service request;
obtain, at the system, information related to the service request, the information related to the service request including feature-related information and profile information from a database and the terminal device;
determine, at the system, travel information corresponding to at least one single travel method based on the feature-related information and the profile information; and
determine, at the system, travel information corresponding to at least one hybrid travel method based on the travel information corresponding to the at least one single travel method; wherein
the profile information comprises at least one of a departure time, a departure or a destination, and the feature-related information comprises at least one of point of interest (POI) information of the departure and the destination, real-time weather information, real-time traffic information or a distance between the departure and the destination; and
wherein to determine, at the system, travel information corresponding to at least one single travel method based on the feature-related information and the profile information, the at least one processor is configured to cause the system to:
estimate an order completion rate of the at least one single travel method based on the feature-related information and the profile information using a pre-built prediction model;
arrange a travel rout based on the departure, the destination and the at least one single travel method, wherein information of the travel rout is obtained to estimate a required fee, a walking distance and a required time, and the information of the travel rout includes at least one of the distance between the departure and the destination, travel time and level of traffic congestion; and
determine travel information of the service request corresponding to the at least one single travel method, the travel information including at least one of order completion rate, the required time, the required fee or the walking distance corresponding to the at least one single travel method.
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