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.
Patent No.:
Date of Patent:
Nov. 26, 2024
Filed:
Oct. 02, 2023
International Business Machines Corporation, Armonk, NY (US);
Logan Bailey, Atlanta, GA (US);
Jeremy R. Fox, Georgetown, TX (US);
Suman Patra, Kolkata, IN;
Zachary A. Silverstein, Georgetown, TX (US);
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Abstract
An embodiment establishes an interaction database based at least in part on interaction data representative of user engagement with a set of features of an application. The embodiment measures user engagement with each feature of the set of features. The embodiment calculates a familiarity score for each feature of the set of features based at least in part on measured user engagement. The embodiment constructs a subset of features of the set of features, wherein the subset of features is characterized by low familiarity score. The embodiment generates at least one recommendation to utilize at least one feature of the subset of features. The embodiment assesses a focal state of a user based on a focal state indicator metric. The embodiment displays the recommendation on a user device at an optimal time, wherein the optimal time is based at least in part on the focal state of the user.