Patents by Inventor Ayron Dal PONT

Ayron Dal PONT 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).

  • Multi-level machine learning to detect a social media user's possible health issue
    Patent number: 11195618
    Abstract: Techniques for detecting a possible health issue in a user are described. Data related to social media activity for a user is received over a communications network from one or more computing devices. A user analysis profile is generated for the user using a first machine learning model. The user analysis profile includes a personality profile and a mood score. A weighted score associated with potential health issues for the user is determined by classifying the user analysis profile using a second machine learning model. The weighted score exceeds a pre-determined threshold, and electronic notification is provided to a pre-designated person regarding the potential health issue.
    Type: Grant
    Filed: July 12, 2018
    Date of Patent: December 7, 2021
    Assignee: International Business Machines Corporation
    Inventors: Tiago Dias Generoso, Ayron Dal Pont, Juscelino Candido De Lima Junior, Marcos Vinicius L Paraiso
  • Multi-Level Machine Learning To Detect A Social Media User's Possible Health Issue
    Publication number: 20200020447
    Abstract: Techniques for detecting a possible health issue in a user are described. Data related to social media activity for a user is received over a communications network from one or more computing devices. A user analysis profile is generated for the user using a first machine learning model. The user analysis profile includes a personality profile and a mood score. A weighted score associated with potential health issues for the user is determined by classifying the user analysis profile using a second machine learning model. The weighted score exceeds a pre-determined threshold, and electronic notification is provided to a pre-designated person regarding the potential health issue.
    Type: Application
    Filed: July 12, 2018
    Publication date: January 16, 2020
    Inventors: Tiago Dias GENEROSO, Ayron Dal PONT, Juscelino Candido DE LIMA JUNIOR, Marcos Vinicius L. PARAISO