Patent · US Active

System and method for estimating arrival time

US10127496B1 · kind B1 · utility

13Cited by

0References

9Claims

0Family size

Assignee

BEIJING DIDI INFINITY TECHNOLOGY AND DEVELOPMENT CO., LTD. · CN

Inventors

Kun Fu · Los Angeles, US
Zheng Wang · Beijing, CN

Key dates

Filing date	Mar 16, 2018
Grant date	Nov 13, 2018
Priority date	—
Expiry date	Mar 16, 2038

Classification

Technology area (CPC G)Physics
CPC primaryG06N3/09
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Systems and methods are provided for estimating arrival time associated with a ride order. An exemplary method may comprise: inputting transportation information to a trained machine learning model. The transportation information may comprise an origin and a destination associated with the ride order, and the trained machine learning model may comprise a wide network, a deep neural network, and a recurrent neural network all coupled to a multilayer perceptron network. The method may further comprise, based on the trained machine learning model, obtaining an estimated time for arriving at the destination via a route connecting the origin and the destination.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.