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:
Dec. 31, 2024

Filed:

May. 01, 2023
Applicant:

Dstillery, Inc., New York, NY (US);

Inventors:

Jason Jerard Kaufman, White Plains, NY (US);

Amelia Grieve White, Old Greenwich, CT (US);

Christopher Allen Jenness, Brooklyn, NY (US);

Mark Alan Jung, Lewisville, TX (US);

Melinda Han Williams, Brooklyn, NY (US);

Assignee:

Dstillery, Inc., New York, NY (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/09 (2023.01); G06Q 30/0242 (2023.01); G06Q 30/0273 (2023.01);
U.S. Cl.
CPC ...
G06N 3/09 (2023.01); G06Q 30/0246 (2013.01); G06Q 30/0275 (2013.01);
Abstract

A method includes accessing web browsing history for a plurality of users, generating embedding vectors based on the web browsing history for websites, and selecting a model configured to receive embedding vectors and output probability of a conversion events. Further, the method includes calculating a probability of a conversion event for the various websites using the model, selecting a subset of websites from the various websites based on websites having associated probabilities greater that a predetermined probability threshold, and receiving an indication that an impression has been displayed to a user when the user visits a website from the subset of websites, obtaining a plurality of conversion rates, each conversion rate is determined for each website from the subset of websites based on a number of conversion events associated with the plurality of visitation events, and updating the model parameters of the model using the obtained plurality of conversion rates.


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