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.
Patent No.:
Date of Patent:
Mar. 25, 2025
Filed:
Oct. 21, 2022
Lyft, Inc., San Francisco, CA (US);
Gaurav Gupta, Burlingame, CA (US);
Ehud Milo, San Mateo, CA (US);
Omar Khalid, Redmond, WA (US);
Amy J. Kim, San Francisco, CA (US);
Jacky Yi Han Lu, San Mateo, CA (US);
Richard Zhao, San Francisco, CA (US);
Robert A. Farmer, San Francisco, CA (US);
Akash Gaurav Shah, Millbrae, CA (US);
Lyft, Inc., San Francisco, CA (US);
Abstract
This disclosure describes a transportation matching system that manages the allocation of transportation providers by training and utilizing multiple machine-learning models to identify, allocate, and serve specific transportation providers with customized opportunities to relocate the transportation providers between geocoded areas in a geocoded region. For instance, the transportation matching system trains and utilizes an incremental provider model, a provider allocation model, and personalized provider behavioral models as well as a customized provider interface generator to satisfy anticipated transportation requests and improve transportation matching within a geocoded region.