Patents by Inventor Sundardas Samuel Dorai-Raj

Sundardas Samuel Dorai-Raj 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).

  • Publication number: 20230385171
    Abstract: Methods, systems, and computer readable medium for personalizing an analytics user interface. The method includes generating a set of training data from received user interaction data, inputting the set of training data to a machine learning model to train the model, generating a set of user interest scores for the particular user that each indicate a user's interest in accessing information corresponding to a UI element of the application, determining, from the user interest scores, that the user is interested in a particular UI element that was not included in the initial UI and has at least a threshold score, dynamically modifying the initial UI to include the particular UI element, presenting the updated UI, monitoring further user interactions, updating the model based on the further user interactions, and modifying the updated UI based on the updated model.
    Type: Application
    Filed: April 21, 2023
    Publication date: November 30, 2023
    Inventors: Sundardas Samuel Dorai-Raj, Zilin Du, Nina Ning Ye, Ying Cheng, Wei Zhang, Annissa Al-Alusi
  • Patent number: 11669431
    Abstract: Methods, systems, and computer readable medium for personalizing an analytics user interface. The method includes generating a set of training data from received user interaction data, inputting the set of training data to a machine learning model to train the model, generating a set of user interest scores for the particular user that each indicate a user's interest in accessing information corresponding to a UI element of the application, determining, from the user interest scores, that the user is interested in a particular UI element that was not included in the initial UI and has at least a threshold score, dynamically modifying the initial UI to include the particular UI element, presenting the updated UI, monitoring further user interactions, updating the model based on the further user interactions, and modifying the updated UI based on the updated model.
    Type: Grant
    Filed: January 11, 2019
    Date of Patent: June 6, 2023
    Assignee: Google LLC
    Inventors: Sundardas Samuel Dorai-Raj, Zilin Du, Nina Ning Ye, Ying Chen, Wei Zhang, Annissa Al-Alusi
  • Publication number: 20200226418
    Abstract: Methods, systems, and computer readable medium for personalizing an analytics user interface. The method includes generating a set of training data from received user interaction data, inputting the set of training data to a machine learning model to train the model, generating a set of user interest scores for the particular user that each indicate a user's interest in accessing information corresponding to a UI element of the application, determining, from the user interest scores, that the user is interested in a particular UI element that was not included in the initial UI and has at least a threshold score, dynamically modifying the initial UI to include the particular UI element, presenting the updated UI, monitoring further user interactions, updating the model based on the further user interactions, and modifying the updated UI based on the updated model.
    Type: Application
    Filed: January 11, 2019
    Publication date: July 16, 2020
    Inventors: Sundardas Samuel Dorai-Raj, Zilin Du, Nina Ning Ye, Ying Chen, Wei Zhang, Annissa Al-Alusi