Providing navigational data to a driver computing device to direct the driver computing device to a geographic region in view of a location specified by the driver computing device

An apparatus comprising:

• a memory;
• and
• a processing device communicably coupled to the memory, to:
• receive, over a network from a driver computing device, a driver destination location and a scheduled arrival time;
• determine, based on historical data, a plurality of likelihoods corresponding to a plurality of passenger pick-up regions, wherein each of the plurality of likelihoods is a corresponding likelihood of the driver computing device arriving at the driver destination location by the scheduled arrival time after completing transportation of a passenger from a corresponding passenger pick-up region;
• select, based on the plurality of likelihoods, a first passenger pick-up region;
• and
• provide, over the network to the driver computing device, navigational data to direct a driver corresponding to the driver computing device to the first passenger pick-up region.

A computer-readable non-transitory medium storing one or more instructions which, when executed by a processing device, cause the processing device to:

• receive, over a network from a driver computing device, a driver destination location and a scheduled arrival time;
• determine, based on historical data, a plurality of likelihoods corresponding to a plurality of passenger pick-up regions, wherein each of the plurality of likelihoods is a corresponding likelihood of the driver computing device arriving at the driver destination location by the scheduled arrival time after completing transportation of a passenger from a corresponding passenger pick-up region;
• select, based on the plurality of likelihoods, a first passenger pick-up region;
• and
• provide, over the network to the driver computing device, navigational data to direct a driver corresponding to the driver computing device to the first passenger pick-up region.