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.

Patent No.:

US 10832265 B1

PDF
Full Text
Expired
Date of Patent:
Nov. 10, 2020

Filed:

Dec. 02, 2016
Applicant:

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

Inventors:

Yea-Jane Chu, Chicago, IL (US);

Richard J. Oswald, Chicago, IL (US);

Jean-Francois Puget, Saint Raphael, FR;

Jing-Yun Shyr, Naperville, IL (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
H04L 1/00 (2006.01); G06Q 30/02 (2012.01); G06N 5/02 (2006.01);
U.S. Cl.
CPC ...
G06Q 30/0202 (2013.01); G06N 5/022 (2013.01);
Abstract

A computer-implemented method for prescriptive time-series forecasting, which combines both what-if analysis and goal-seeking analysis. The method comprises building a model for a target metric with a set of predictors, based on historical time-series data, and computing, using the model, a set of forecast values. Using the set of forecast values with respect to a forecasting period, both a set of goals for the target metric and a set of constraints for the predictors are analyzed. A set of updated forecasts based on the analyses with respect to the forecasting period is determined to meet the goals within the set of constraints. The updated set of forecasts is presented with respect to the forecasting period, e.g., using a table, a visualization, and/or an interactive user interface.


Find Patent Forward Citations

Chu, Yea-Jane. (2020). System and method for combining what-if and goal seeking analyses for prescriptive time series forecasting (U.S. Patent No. 10832265). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10832265

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