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:
Mar. 24, 2026

Filed:

Dec. 29, 2023
Applicant:

Cisco Technology, Inc., San Jose, CA (US);

Inventors:

Qixu Gong, Santa Clara, CA (US);

Benjamin L. Chang, Saratoga, CA (US);

Qihong Shao, Clyde Hill, WA (US);

David C. White, Jr., St. Petersburg, FL (US);

Assignee:

CISCO TECHNOLOGY, INC., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 51/02 (2022.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 51/02 (2013.01); G06N 20/00 (2019.01);
Abstract

A method, computer system, and computer program product are provided for generating personalized knowledge session content using a generative machine learning model. User profile data of a plurality of users and service description data that is descriptive of a service are processed to assign the plurality of users to a plurality of user groups. A personalized message is generated for each user group based on the user profile data and the service description data, wherein the personalized message is generated using one or more machine learning models. Each personalized message is provided to each user group and feedback data is collected based on the providing of each personalized message. Based on analyzing of the feedback data, one or more of: the user profile data, the one or more machine learning models, and the service description data are updated.


Find Patent Forward Citations

Gong, Qixu. (2026). Generative machine learning model for personalized knowledge session content (U.S. Patent No. 12587493). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12587493

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

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