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:
Jul. 30, 2024

Filed:

May. 11, 2021
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Vanessa Graham Murdock, Kirkland, WA (US);

Sandeep Avula, Seattle, WA (US);

Neven Tomislav Boric Bargetto, Redmond, VA (US);

Jason Stephen Merron, Seattle, WA (US);

Timothy R. Heithaus, Snoqualmie, WA (US);

Sina Khaleghi, Morgan Hill, CA (US);

Andrew Michael Nienhaus, Seattle, WA (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/00 (2023.01); G06N 3/049 (2023.01); G06N 7/01 (2023.01); G06Q 30/0601 (2023.01); H04W 4/021 (2018.01);
U.S. Cl.
CPC ...
G06Q 30/0633 (2013.01); G06N 3/049 (2013.01); G06N 7/01 (2023.01); G06Q 30/0631 (2013.01); G06Q 30/0639 (2013.01); H04W 4/021 (2013.01);
Abstract

Systems, devices, and methods are provided for training and/or inferencing using a list ordering model. A list ordering model, such as a Markov chain, may be trained using a plurality of lists with location metadata in common, wherein a first list of the plurality comprises items and corresponding competition timestamps. A list ordering model may accept, as an input, a plurality of items, and determine, as an output, an order for the plurality of items. Recommendations may be generated based on the determined order.


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