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:
May. 05, 2026

Filed:

Oct. 08, 2021
Applicant:

Verizon Patent and Licensing Inc., Basking Ridge, NJ (US);

Inventor:

Leonardo Taccari, Florence, IT;

Assignee:

Verizon Patent and Licensing Inc., Basking Ridge, NJ (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/2415 (2023.01); G06F 18/21 (2023.01); G06F 18/214 (2023.01); G06N 3/08 (2023.01); G06V 10/75 (2022.01);
U.S. Cl.
CPC ...
G06F 18/2163 (2023.01); G06F 18/214 (2023.01); G06F 18/2415 (2023.01); G06N 3/08 (2013.01); G06V 10/751 (2022.01);
Abstract

Disclosed is a domain-aware semi-supervised machine learning ('DSSL') system. The system may determine that each data item of a set of data is associated with a particular domain, may identify a model that associates a set of parameters to a particular classification, and may compare parameters of each data item to the set of parameters included in the model. Based on the comparison, the system may determine that a first subset of the data items is associated with the particular classification, and that a second subset of the data items is not associated with the particular classification. The system may identify parameters of the second subset of data items that are different from the set of parameters in the model, and may perform a set of actions that are associated with the particular classification based on the second subset of data items being associated with the particular classification.


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