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. 13, 2025

Filed:

Mar. 28, 2023
Applicant:

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

Inventors:

Cameron Alston, Seattle, WA (US);

Tristan Cossio, San Francisco, CA (US);

Shuyu Luo, Belmont, CA (US);

Arin Schwartz, San Francisco, CA (US);

Ken Soong, Redwood City, CA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/2457 (2019.01); G06F 16/438 (2019.01);
U.S. Cl.
CPC ...
G06F 16/438 (2019.01); G06F 16/24578 (2019.01);
Abstract

The present technology provides an emoji recommendation service that measures a similarity score between a global emoji embedding space of an online community with a user embedding space generated from the global emoji embedding space and generates a ranking of top emojis based on the measured similarity score. The emoji recommendation service further measures an averaged ranking of top emojis based on the similarity score and term frequency scores in the online community. The emoji recommendation service trains a machine learning algorithm to arrange vectors representing emojis in the global emoji embedding space.


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