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. 20, 2024

Filed:

Oct. 07, 2022
Applicant:

Discord Inc., San Francisco, CA (US);

Inventor:

August Karlstedt, Walnut Creek, CA (US);

Assignee:

DISCORD INC., San Francisco, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/28 (2019.01); G06F 16/901 (2019.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 16/285 (2019.01); G06F 16/9024 (2019.01); G06N 20/00 (2019.01);
Abstract

The present technology utilizes data about diverse types of entities to inform machine learning models. The present technology can ingest social network data that includes nodes from diverse entity types, and utilize information implicit in relationships between one entity type with another entity type. The present technology creates a plurality of embedding spaces for representing entities of different types as vectors. The vectors identify a first entity, a second entity, and a relationship between the entities. The data from the embedding spaces can be input into a model configured to classify entities as likely to be associated with an explored characteristic, and output of a classification of entities that are likely associated with the explored characteristic. The model is configured to relate the different types of entities to classify entities as likely to be associated with the explored characteristic.


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