Uber Technologies, Inc.
RIDE ACCESS POINT DEFECT SCORING USING SPATIAL INDEX

Abstract:

A transportation management system determines trip defects associated with trip access points based on historical trip data. The transportation management system aggregates historical trip data in a spatial index. The transportation management system represents the spatial index using a geographic grid including grid cells at various resolutions. The transportation management system determines a defect score for individual grid cells at a given resolution based on the trip data in the spatial index corresponding to the grid cell. The transportation management system uses the defect scores for grid cells to provide a dynamic user experience to users of the transportation management system (e.g., riders or drivers) on their respective client devices.