Inferring accurate locations

A computing system comprising:

• a processor;
• and
• a memory storing instructions that, when executed by the processor, configure the system to perform operations comprising:
• receiving, by a processor, a transportation trip request from a first computing device, the transportation trip request comprising a target address;
• accessing, by the processor, a first plurality of historical location data associated with location data received from a plurality of service provider devices, and a second plurality of historical location data associated with location data received from a plurality of requester devices;
• generating clustered location data using the first plurality of historical location data and the second plurality of historical location data;
• selecting a subset of cluster locations, from the clustered location data, that are located within a threshold distance of the target address;
• determining a inferred accurate location address based on the selected subset of cluster locations;
• and
• modifying the transportation trip request to associate the inferred accurate location address with the target address.

A non-transitory computer-readable storage medium, the computer-readable storage medium including instructions that when executed by a computer, cause the computer to perform operations comprising:

• receiving, by a processor, a transportation trip request from a first computing device, the transportation trip request comprising a target address;
• accessing, by the processor, a first plurality of historical location data associated with location data received from a plurality of service provider devices, and a second plurality of historical location data associated with location data received from a plurality of requester devices;
• generating clustered location data using the first plurality of historical location data and the second plurality of historical location data;
• selecting a subset of cluster locations, from the clustered location data, that are located within a threshold distance of the target address;
• determining an inferred accurate location address based on the selected subset of cluster locations;
• and
• modifying the transportation trip request to associate the inferred accurate location address with the target address.