Patents by Inventor Stacy P. Chronopoulos

Stacy P. Chronopoulos 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).

  • Dataset Distinctiveness Modeling
    Publication number: 20230394606
    Abstract: Systems and methods for dataset distinctiveness modeling are disclosed. For example, databases may be queried for datasets associated with intellectual property assets, particularly trademarks. A vector representation may be generated for the mark in question, and a vector representation may be generated for the description of goods and/or services associated with the mark. A machine learning model may be trained to predict a distinctiveness score based on the vector representations, similarity metrics between the trademark and other marks, goods and services of the other marks, and context data associated with the trademarks.
    Type: Application
    Filed: June 3, 2022
    Publication date: December 7, 2023
    Inventors: David Craig Andrews, Deanna Lily Emery, Melody Denise Litovkin, Ke Feng, Stacy P. Chronopoulos, Grace Edith Carlson
  • Dataset Distinctiveness Modeling
    Publication number: 20230394607
    Abstract: Systems and methods for dataset distinctiveness modeling are disclosed. For example, databases may be queried for datasets associated with intellectual property assets, particularly trademarks. A vector representation may be generated for the mark in question, and a vector representation may be generated for the description of goods and/or services associated with the mark. A machine learning model may be trained to predict a distinctiveness score based on the vector representations, similarity metrics between the trademark and other marks, goods and services of the other marks, and context data associated with the trademarks.
    Type: Application
    Filed: June 3, 2022
    Publication date: December 7, 2023
    Inventors: David Craig Andrews, Grace Edith Carlson, Deanna Lily Emery, Stacy P. Chronopoulos, Ke Feng, Melody Denise Litovkin