The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Nov. 21, 2023

Filed:

Nov. 15, 2018
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Laura Wynter, Singapore, SG;

Zhili Zhou, Singapore, SG;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 10/0631 (2023.01); G06Q 10/02 (2012.01); G06N 7/08 (2006.01); G08G 1/00 (2006.01); G06Q 50/30 (2012.01);
U.S. Cl.
CPC ...
G06Q 10/063112 (2013.01); G06N 7/08 (2013.01); G06Q 10/02 (2013.01); G06Q 50/30 (2013.01); G08G 1/202 (2013.01);
Abstract

A method of managing the adaptive dispatching of a taxi includes receiving a request for a taxi, the received request being from a passenger; scoring a taxi driver based on at least one of an acceptance rate for assignment, a rejection rate for assignment, an idle rate, and a frequency of job acceptance; scoring the passenger based on at least one of a cancellation rate, a booking frequency, an abandonment rate, and a blacklist factor; matching the passenger to a taxi driver based on the taxi driver score and the passenger score; assigning a passenger to a taxi driver based on one of a conditional historical acceptance rate and a stochastic assignment of either chance constraints or a conditional value at risk; and dispatching the taxi driver to the passenger.


Find Patent Forward Citations

Wynter, Laura. (2023). Adaptive dispatching engine for advanced taxi management (U.S. Patent No. 11823101). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11823101

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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