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:
Feb. 20, 2024

Filed:

Sep. 29, 2022
Applicant:

P44, Llc, Chicago, IL (US);

Inventors:

William Enerson Harvey, San Francisco, CA (US);

Thomas Janos Atwood, San Francisco, CA (US);

Marc-Henri Gires, New York, NY (US);

Assignee:

P44, LLC, Chicago, IL (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 7/00 (2023.01); G06N 7/01 (2023.01); G06F 9/54 (2006.01); G06Q 10/047 (2023.01); G06N 20/00 (2019.01); G06F 16/25 (2019.01); G06F 16/28 (2019.01);
U.S. Cl.
CPC ...
G06N 7/01 (2023.01); G06F 9/542 (2013.01); G06F 16/258 (2019.01); G06F 16/285 (2019.01); G06N 20/00 (2019.01); G06Q 10/047 (2013.01);
Abstract

A method and system are provided that apply a combination of machine learning and graph techniques to classify and transform sequential event data. In some embodiments, the method and system are applied to generate raw data in the shipping industry to automatically classify a sequence of status codes extracted from EDI data files corresponding to a series of physical events experienced by a shipping container into a sequence of meaningful milestones to provide improved visibility regarding the actual status of the shipping container. The method and system can be applied to classify and transform sequential event data for use in the shipping industry and in other applications.


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