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:
Aug. 04, 2026

Filed:

Aug. 06, 2021
Applicant:

Oracle International Corporation, Redwood Shores, CA (US);

Inventors:

Vikas Agrawal, Hyderabad, IN;

Manisha Gupta, San Ramon, CA (US);

Malhar Chaudhari, Fremont, CA (US);

Assignee:

ORACLE INTERNATIONAL CORPORATION, Redwood Shores, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/56 (2020.01); G06F 16/332 (2025.01); G06F 16/3329 (2025.01); G06F 16/334 (2025.01); G06F 40/247 (2020.01); G06F 40/35 (2020.01);
U.S. Cl.
CPC ...
G06F 40/56 (2020.01); G06F 16/3326 (2019.01); G06F 16/3329 (2019.01); G06F 16/3344 (2019.01); G06F 40/247 (2020.01); G06F 40/35 (2020.01);
Abstract

A method of generating natural language outputs may include accessing a model of a system, where the system may be represented by a hierarchy of nodes in a data structure, and nodes in the hierarchy of nodes may include time series of data. The method may also include identifying a time series represented by a node in the data structure that will generate a future anomaly; accessing a template corresponding to a type of the time series; populating semantic tags in the template using data from the time series; sending a phrase from the template to a natural language model; receiving a plurality of similar phrases from the natural language model; selecting one of the plurality of similar phrases and replacing the phrase in the template; and causing language from the template to be displayed on a display device.


Find Patent Forward Citations

Loading…