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:
Sep. 03, 2024

Filed:

Nov. 11, 2021
Applicant:

Blueowl, Llc, San Francisco, CA (US);

Inventors:

Kenneth Jason Sanchez, San Francisco, CA (US);

Gil Tamari, San Francisco, CA (US);

Assignee:

QUANATA, LLC, San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 10/1091 (2023.01); G06N 20/00 (2019.01); G06Q 40/08 (2012.01);
U.S. Cl.
CPC ...
G06Q 10/1091 (2013.01); G06N 20/00 (2019.01); G06Q 40/08 (2013.01);
Abstract

Method, system, device, and non-transitory computer-readable medium for classifying a vehicle trip. In one aspect, a computer-implemented method includes: obtaining a first set of historic telematics data associated with work; obtaining a second set of historic telematics data associated with personal use; training a classification model; obtaining a set of unlabeled telematics data associated with an unlabeled vehicular trip; and classifying the unlabeled vehicular trip by at least: identifying a first set of baseline operation features associated with the first set of historic vehicular trips; identifying a second set of baseline operation features associated with the second set of historic vehicular trips; identifying a set of representative operation features associated with the unlabeled vehicular trip; comparing the set of representative operation features against the first set of baseline operation features and the second set of baseline operation features; and classifying the unlabeled vehicular trip.


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