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:
May. 23, 2023

Filed:

Aug. 28, 2019
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Kelley Anders, East New Market, MD (US);

Jeremy R. Fox, Georgetown, TX (US);

Jonathan Dunne, Dungarvan, IE;

Liam S. Harpur, Dublin, IE;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 7/00 (2023.01); G06N 20/00 (2019.01); G06N 5/02 (2023.01); G10L 25/63 (2013.01); G06K 9/62 (2022.01);
U.S. Cl.
CPC ...
G06N 7/00 (2013.01); G06K 9/628 (2013.01); G06K 9/6256 (2013.01); G06N 5/02 (2013.01); G06N 20/00 (2019.01); G10L 25/63 (2013.01);
Abstract

Methods, computer program products, and systems are presented. The methods include, for instance: inputs of emotion time series data of a user and environmental factor data from one or more data collection device for a user assistance service. A baseline emotion time series is generated and an environmental factor that is likely to have affected changes in state of emotion on a subject is identified by regression analysis. An emotion time series model for the identified environmental factor is produced and prediction of a path to attain a target state of emotion at a certain time in the future is made. Recommendation to achieve the target state of emotion is produced based on the predicted path.


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