US 11,811,544 B2
Systems and methods for structuring information in a collaboration environment
Vadim Zhuk, Foster City, CA (US); Helen Prask, Foster City, CA (US); Ivan Anisimov, Saint Petersburg (RU); and William Zhuk, Foster City, CA (US)
Assigned to RINGCENTRAL, INC., Belmont, CA (US)
Filed by RingCentral, Inc., Belmont, CA (US)
Filed on Feb. 9, 2023, as Appl. No. 18/166,608.
Application 18/166,608 is a continuation of application No. 17/443,678, filed on Jul. 27, 2021, granted, now 11,601,294.
Application 17/443,678 is a continuation of application No. 16/813,122, filed on Mar. 9, 2020, granted, now 11,108,580, issued on Aug. 31, 2021.
Claims priority of provisional application 62/816,179, filed on Mar. 10, 2019.
Prior Publication US 2023/0188374 A1, Jun. 15, 2023
Int. Cl. H04L 12/18 (2006.01); G06N 20/00 (2019.01)
CPC H04L 12/1822 (2013.01) [G06N 20/00 (2019.01); H04L 12/1818 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented machine learning method for improving a collaboration environment, the method comprising:
receiving text data for one or more users of the collaboration environment;
generating a statement by partitioning the text data;
determining an act using the statement using a trained machine learning model;
receiving user feedback from the one or more users;
training the machine learning model using the user feedback to generate a retrained machine learning model;
generating an improved statement using the retrained machine learning model; and
determining an improved act using the retrained machine learning model.