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. 01, 2025

Filed:

Mar. 07, 2022
Applicant:

Salesforce.com, Inc., San Francisco, CA (US);

Inventors:

Joshua Correa, Arlington, MA (US);

Alexander Kushkuley, Ashland, MA (US);

Assignee:

Salesforce, Inc., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/00 (2023.01); G06N 7/01 (2023.01); G06Q 30/0282 (2023.01); G06Q 30/0601 (2023.01);
U.S. Cl.
CPC ...
G06Q 30/0631 (2013.01); G06N 7/01 (2023.01); G06Q 30/0282 (2013.01); G06Q 30/0633 (2013.01);
Abstract

A group of recommendations related to an item, such as an item of content presented to a user in a page, can be ranked according to a probability distribution that is iteratively updated with each user interaction. For practical implementations, a click stream of interactions may be logged, and then applied in a batch process to update the probability distribution on any suitable schedule independent of the timing of incoming user interactions.


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Correa, Joshua. (2025). Online recommendations (U.S. Patent No. 12346949). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12346949

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