SYSTEM AND METHOD FOR DETERMINING SERVICE LEVEL METRICS IN BIDDING-BASED RIDESHARING

摘要

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for bidding-based ridesharing are described. One exemplary method includes: obtaining a trip request for a rider, the trip request comprising a price; identifying a list of driver candidates to match with the trip request; determining a list of dispatch waiting times corresponding to the list of driver candidates; determining a list of acceptance probabilities corresponding to the list of driver candidates based on a machine-learning classifier; and determining an estimated waiting time or an estimated matching probability for the trip request based on the list of dispatch waiting times and the list of acceptance probabilities.