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:
Apr. 08, 2025

Filed:

Jan. 27, 2021
Applicant:

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

Inventors:

Subhro Das, Cambridge, MA (US);

Wyatt Clarke, Bronxville, NY (US);

Sebastian Steffen, Ithaca, NY (US);

Prabhat Maddikunta Reddy, Danbury, CT (US);

Erik Brynjolfsson, Palo Alto, CA (US);

Martin Fleming, Glen Ellyn, IL (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/00 (2023.01); G06F 9/445 (2018.01); G06F 40/40 (2020.01); G06N 3/044 (2023.01); G06N 3/08 (2023.01); G06Q 10/0631 (2023.01); G06Q 10/105 (2023.01); G06Q 30/0202 (2023.01); G06V 30/414 (2022.01); G06Q 50/20 (2012.01);
U.S. Cl.
CPC ...
G06Q 30/0202 (2013.01); G06F 9/445 (2013.01); G06F 40/40 (2020.01); G06N 3/044 (2023.01); G06N 3/08 (2013.01); G06Q 10/06315 (2013.01); G06Q 10/105 (2013.01); G06V 30/414 (2022.01); G06Q 50/2057 (2013.01);
Abstract

Obtain, as input, in electronic form, structured information including tasks for a plurality of occupations in a plurality of industries over a length of time; compute, from the structured information, a time series of normalized occupation task shares over the length of time; train a computerized machine learning model, on the time series, to predict future task shares for the plurality of occupations in the plurality of industries; and, with the trained computerized machine learning model, predict the future task shares.


Find Patent Forward Citations

Loading…