Patents by Inventor Arin Schwartz

Arin Schwartz has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Emoji recommendation system
    Patent number: 12299027
    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.
    Type: Grant
    Filed: March 28, 2023
    Date of Patent: May 13, 2025
    Assignee: DISCORD INC.
    Inventors: Cameron Alston, Tristan Cossio, Shuyu Luo, Arin Schwartz, Ken Soong
  • EMOJI RECOMMENDATION SYSTEM
    Publication number: 20240330354
    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.
    Type: Application
    Filed: March 28, 2023
    Publication date: October 3, 2024
    Inventors: Cameron Alston, Tristan Cossio, Shuyu Luo, Arin Schwartz, Ken Soong