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:
Oct. 27, 2026

Filed:

Oct. 25, 2022
Applicant:

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

Inventors:

John Lim, Cambridge, MA (US);

Keld Lundgaard, Cambridge, MA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/00 (2023.01); G06Q 30/0251 (2023.01); G06Q 30/0601 (2023.01);
U.S. Cl.
CPC ...
G06Q 30/0631 (2013.01); G06Q 30/0255 (2013.01);
Abstract

A recommendation service access a data matrix listing of products associated with product profiles, the data matrix having product entries that store sparse historical electronic activity. For a target product it is determined which other products should be used to boost the historical electronic activity of the target product based on a first subset of product profiles that share product characteristics with the target product. Similarity scores are computed between the product profile of the target product and the first subset of product profiles to identify a second subset of one or more products having a similarity score above a scoring threshold. The historical electronic activity of the target product is boosted using the historical electronic activity of the other products in the second subset. Association values are calculated between the target product and the other products in the second subset by based on the boosted activity.


Find Patent Forward Citations

Lim, John. (2026). Recommendation of products via population of a sparse data matrix (U.S. Patent No. 12775971). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12775971

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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