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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 11379509 B1

PDFFull Text
Date of Patent:
Jul. 05, 2022

Filed:

Oct. 29, 2019

Systems and methods for creating an ontology using unsupervised learning

Applicant:

Ust Global (Singapore) Pte. Ltd., Singapore, SG;

Inventor:

Adnan Masood, Aliso Viejo, CA (US);

Assignee:

UST Global (Singapore) Pte. Ltd., Singapore, SG;

Attorney:

Nixon Peabody LLP

Primary Examiner:

Vu B Hang

Int. Cl.
CPC ...
G06F 40/00 (2020.01); G06F 16/36 (2019.01); G06N 3/08 (2006.01); G06N 20/00 (2019.01); G06F 16/901 (2019.01); G06F 40/30 (2020.01); G06F 40/284 (2020.01); G06F 40/211 (2020.01);
U.S. Cl.
CPC ...
G06F 16/367 (2019.01); G06F 16/9024 (2019.01); G06F 40/30 (2020.01); G06N 3/088 (2013.01); G06N 20/00 (2019.01); G06F 40/211 (2020.01); G06F 40/284 (2020.01);
Abstract

A system is configured to: (a) ingest a set of codes from a code reference, the code reference including words and non-words; (b) associate the set of codes to a set of representations, forming descriptive links between the set of codes and the set of representations; (c) ingest an unstructured document having a general outline, the unstructured document including (i) at least one of the words in the code reference, (ii) at least one code in the set of codes, or (iii) both (i) and (ii); (d) determine an ontology from content of the unstructured document with an unsupervised learning algorithm; and (e) store the determined ontology in a database, the ontology having an acyclic directed graph structure.

Find Patent Forward Citations

Masood, Adnan. (2022). Systems and methods for creating an ontology using unsupervised learning (U.S. Patent No. 11379509). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11379509

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

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