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.

Date of Patent:
Sep. 17, 2024

Filed:

Sep. 29, 2021
Applicant:

Intuit Inc., Mountain View, CA (US);

Inventors:

Kevin Michael Furbish, Mountain View, CA (US);

Glenn Carter Scott, Los Altos Hills, CA (US);

Lalla Mouatadid, Ontario, CA;

Assignee:

Intuit Inc., Mountain View, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 40/174 (2020.01); G06F 40/289 (2020.01); G06N 20/20 (2019.01); H04L 67/50 (2022.01);
U.S. Cl.
CPC ...
G06F 40/174 (2020.01); G06F 40/289 (2020.01); G06N 20/20 (2019.01); H04L 67/535 (2022.05);
Abstract

A method optimizes questions to retain engagement. The method includes generating, using a machine learning model, a churn risk from user interaction data. The method includes selecting, when the churn risk satisfies a threshold, a field, from multiple fields, using multiple prediction confidences corresponding to multiple prediction values generated for the multiple fields. The method includes obtaining a prediction value for the field and obtaining a question, corresponding to the field, using the prediction value. The method includes presenting the question and receiving a user input in response to the question.


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