US 12,081,507 B2
System and method for generating user-specific interfaces
Nikita Varma, Milpitas, CA (US); Ashish K. Dharamshi, Sunnyvale, CA (US); Gnanavel Shanmugam, San Jose, CA (US); and Mohit Goenka, Santa Clara, CA (US)
Assigned to Yahoo Assets LLC, New York, NY (US)
Filed by Yahoo Assets LLC, Dulles, VA (US)
Filed on Jul. 29, 2022, as Appl. No. 17/877,591.
Prior Publication US 2024/0039882 A1, Feb. 1, 2024
Int. Cl. H04L 51/07 (2022.01); G06F 3/0481 (2022.01); G06F 3/0483 (2013.01); G06N 20/00 (2019.01); H04L 51/42 (2022.01); G06F 3/048 (2013.01); H04M 1/72436 (2021.01); H04M 1/72484 (2021.01)
CPC H04L 51/42 (2022.05) [G06F 3/0481 (2013.01); G06F 3/0483 (2013.01); G06N 20/00 (2019.01); H04L 51/07 (2022.05); G06F 3/048 (2013.01); H04M 1/72436 (2021.01); H04M 1/72484 (2021.01)] 20 Claims
OG exemplary drawing
 
1. A method, comprising:
training a user-specific machine learning model, for a user of an email application, based upon one or more interactions of the user with a device upon which the email application is installed;
determining that an email message has been received by an email account of the user;
generating a user-specific message interface based upon (i) the trained user-specific machine learning model trained based upon the one or more interactions of the user and (ii) content of the email message, wherein the generating the user-specific message interface comprises:
determining, based upon the trained user-specific machine learning model, a user interest associated with the content of the email message; and
identifying, for use in generation of the user-specific message interface, a tab of the email application from among a plurality of tabs including a first tab of the email application and a second tab of the email application, wherein the tab is identified using the user interest determined based upon the trained user-specific machine learning model;
providing, for display on the device of the user, a notification of the email message; and
responsive to the user selecting the notification of the email message, providing the user-specific message interface, comprising the identified tab, for display on the device of the user.