US 12,265,791 B2
Emergency workflow trigger
Alison Darcy, San Francisco, CA (US); Jade Daniels, San Francisco, CA (US); and Casey Sackett, San Francisco, CA (US)
Assigned to WOEBOT LABS, INC., San Francisco, CA (US)
Filed by WOEBOT LABS, INC., San Francisco, CA (US)
Filed on Mar. 6, 2024, as Appl. No. 18/597,409.
Application 18/597,409 is a continuation of application No. 17/364,001, filed on Jun. 30, 2021, granted, now 11,954,437.
Claims priority of provisional application 63/120,810, filed on Dec. 3, 2020.
Prior Publication US 2024/0370651 A1, Nov. 7, 2024
This patent is subject to a terminal disclaimer.
Int. Cl. G06F 40/289 (2020.01); G06N 20/00 (2019.01); G16H 10/20 (2018.01); G16H 20/70 (2018.01)
CPC G06F 40/289 (2020.01) [G06N 20/00 (2019.01); G16H 10/20 (2018.01); G16H 20/70 (2018.01)] 24 Claims
OG exemplary drawing
 
1. A method, comprising:
obtaining training data comprising training input phrases, each training input phrase being associated with a label indicative of whether the respective training input phrase is associated with a crisis situation;
training a machine learning classifier using the training input phrases and their respective labels;
receiving an input phrase;
applying the input phrase to a machine learning classifier to determine whether the input phrase triggers the machine learning classifier;
determining a crisis score using the input phrase;
accessing one or more historical crisis scores; and
executing an abatement protocol in response to determining that the input phrase triggers the trained machine learning classifier, wherein execution of the abatement protocol is further based on the crisis score and the one or more historical crisis scores.