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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 12731027 B1

PDFFull Text
Date of Patent:
Sep. 08, 2026

Filed:

Nov. 10, 2022

Machine-learning model for intelligent rule generation

Applicant:

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

Inventors:

Paul Deepakraj Retinraj, Mountain House, CA (US);

Rajan Madhavan, Foster City, CA (US);

Sandeep Datar, San Jose, CA (US);

Assignee:

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

Attorney:

Invoke

Primary Examiner:

Shahid K Khan

Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 3/04847 (2022.01); G06F 16/242 (2019.01); G06F 16/2452 (2019.01); G06F 40/186 (2020.01); G06F 40/284 (2020.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 3/04847 (2013.01); G06F 16/242 (2019.01); G06F 16/2452 (2019.01); G06F 40/186 (2020.01); G06F 40/284 (2020.01);
Abstract

The present disclosure relates to systems and methods for automatic rule generation based on natural language input. Natural language input can be received. The natural language input can be tokenized. First tokens can be mapped to a first condition of a rule, and second tokens can be mapped to a second condition of the rule. A graph representation of the natural language input can be generated. A pre-generated, tenant-specific graph can be selected that corresponds to the graph representation of the natural language input. A rule can be generated based on the tenant-specific graph. The rule can be provided to facilitate implementation of the rule.

Find Patent Forward Citations

Retinraj, Paul. (2026). Machine-learning model for intelligent rule generation (U.S. Patent No. 12731027). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12731027

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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