Patents by Inventor Sonia Franckel

Sonia Franckel 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).

  • Comprehensibility-based identification of educational content of multiple content types
    Patent number: 11971921
    Abstract: Implementations disclose comprehensibility-based identification of educational content of multiple content types. A method includes determining respective comprehensibility ranking signals for content items corresponding to a user request, the comprehensibility ranking signals based on learning attribute scores generated for the content items from at least one machine learning model, determining a learning level of a user corresponding to the user request, ranking the content items based on a mapping between the learning level and the respective comprehensibility ranking signals of the content items, and providing a recommendation for the content items according to the ranking of the content items.
    Type: Grant
    Filed: March 1, 2019
    Date of Patent: April 30, 2024
    Assignee: Google LLC
    Inventors: Arthur Rodrigues, Mindy Brooks, Rafael Dantas De Castro, Sonia Franckel, Bruno Diniz de Paula
  • COMPREHENSIBILITY-BASED IDENTIFICATION OF EDUCATIONAL CONTENT OF MULTIPLE CONTENT TYPES
    Publication number: 20220114205
    Abstract: Implementations disclose comprehensibility-based identification of educational content of multiple content types. A method includes determining respective comprehensibility ranking signals for content items corresponding to a user request, the comprehensibility ranking signals based on learning attribute scores generated for the content items from at least one machine learning model, determining a learning level of a user corresponding to the user request, ranking the content items based on a mapping between the learning level and the respective comprehensibility ranking signals of the content items, and providing a recommendation for the content items according to the ranking of the content items.
    Type: Application
    Filed: March 1, 2019
    Publication date: April 14, 2022
    Inventors: Arthur Rodrigues, Mindy Brooks, Rafael Dantas De Castro, Sonia Franckel, Bruno Diniz de Paula