US 12,073,733 B2
Code-switching of blended multilingual content
William Z. Tan, New York, NY (US)
Assigned to Transcendent International, LLC, New York, NY (US)
Filed by Transcendent International, LLC., New York, NY (US)
Filed on Aug. 25, 2022, as Appl. No. 17/895,612.
Application 17/895,612 is a continuation of application No. 16/244,634, filed on Jan. 10, 2019, granted, now 11,450,232.
Claims priority of provisional application 62/615,739, filed on Jan. 10, 2018.
Prior Publication US 2023/0169884 A1, Jun. 1, 2023
This patent is subject to a terminal disclaimer.
Int. Cl. G09B 19/06 (2006.01); G06F 40/205 (2020.01); G06F 40/289 (2020.01); G06F 40/42 (2020.01); G06F 40/58 (2020.01); G09B 5/06 (2006.01)
CPC G09B 19/06 (2013.01) [G06F 40/205 (2020.01); G06F 40/289 (2020.01); G06F 40/42 (2020.01); G06F 40/58 (2020.01); G09B 5/065 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A method comprising:
identifying, by a processing device, first content in a first language;
identifying second content in a second language that matches the first content in the first language;
determining, by a first machine learning process, a mapping comprising a set of similarities used to align one or more portions of the first content in the first language and the second content in the second language;
generating, based on the set of similarities and a schema, modified content comprising a ratio of a first portion of the first content in the first language to a second portion of the second content in the second language;
displaying the modified content to a user system associated with a user;
receiving, from the user via the user system, one or more inputs associated with the modified content;
generating, based at least in part on the one or more inputs received from the user, one or more customized exercises associated with the modified content; and
generating, by a second machine learning process, based on training data comprising one or more performance metrics associated with the user and the one or more customized exercises, an adjustment to the ratio.