This invention discloses a method and device for detecting and reassigning violations in multi-tenant chauffeur services, relating to the field of intelligent transportation and
shared mobility service technology. The method includes: real-time collection and storage of driver endpoint
location data; synchronization of channel order and multi-tenant capacity data, calculating grid supply-demand heat value and
channel capacity balance value; responding to
order status changes, extracting
location data reported by the driver's end bound to the current order within a preset time period before and after the
order status change; quantifying multiple risk factors, dynamically adjusting factor weights based on supply-demand heat value and
channel capacity balance value, calculating a weighted risk
score and determining the
risk level; obtaining the real-time capacity status of the grid, and deciding on the final reassignment action based on the
risk level. This invention, through a hierarchical reassignment mechanism that integrates multi-dimensional factors, dynamic weights, and capacity linkage, accurately identifies violations such as drivers quickly canceling or picking and choosing orders, improving completion rates and
capacity efficiency, and reducing misjudgments and complaints.