Patents by Inventor David Ryan Loker

David Ryan Loker 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).

  • Determining personality profiles based on online social speech
    Patent number: 10977448
    Abstract: A method for determining a personality profile of an online user is disclosed. Social speech content data associated with an online user is stored. A machine learning model is used to determine a first personality profile of the online user based at least in part on the social speech content data associated with the online user. A second personality profile of the online user is determined based on the social speech content data using a scientific personality model encoded in an ontology, wherein the ontology encodes statistical relationships between a plurality of words and a plurality of personality traits based on one or more scientific research studies. An ensemble model is applied to determine a third personality profile of the online user based at least in part on the first personality profile and the second personality profile.
    Type: Grant
    Filed: July 10, 2019
    Date of Patent: April 13, 2021
    Assignee: Ayzenberg Group, Inc.
    Inventors: John Galen Buckwalter, David Hans Herman, David Ryan Loker, Kai Mildenberger
  • DETERMINING PERSONALITY PROFILES BASED ON ONLINE SOCIAL SPEECH
    Publication number: 20200026756
    Abstract: A method for determining a personality profile of an online user is disclosed. Social speech content data associated with an online user is stored. A machine learning model is used to determine a first personality profile of the online user based at least in part on the social speech content data associated with the online user. A second personality profile of the online user is determined based on the social speech content data using a scientific personality model encoded in an ontology, wherein the ontology encodes statistical relationships between a plurality of words and a plurality of personality traits based on one or more scientific research studies. An ensemble model is applied to determine a third personality profile of the online user based at least in part on the first personality profile and the second personality profile.
    Type: Application
    Filed: July 10, 2019
    Publication date: January 23, 2020
    Inventors: John Galen Buckwalter, David Hans Herman, David Ryan Loker, Kai Mildenberger
  • Determining personality profiles based on online social speech
    Patent number: 10409915
    Abstract: A method for determining a personality profile of an online user is disclosed. Social speech content data associated with an online user is stored. A machine learning model is used to determine a first personality profile of the online user based at least in part on the social speech content data associated with the online user. A second personality profile of the online user is determined based on the social speech content data using a scientific personality model encoded in an ontology, wherein the ontology encodes statistical relationships between a plurality of words and a plurality of personality traits based on one or more scientific research studies. An ensemble model is applied to determine a third personality profile of the online user based at least in part on the first personality profile and the second personality profile.
    Type: Grant
    Filed: November 30, 2017
    Date of Patent: September 10, 2019
    Assignee: Ayzenberg Group, Inc.
    Inventors: John Galen Buckwalter, David Hans Herman, David Ryan Loker, Kai Mildenberger
  • DETERMINING PERSONALITY PROFILES BASED ON ONLINE SOCIAL SPEECH
    Publication number: 20190163741
    Abstract: A method for determining a personality profile of an online user is disclosed. Social speech content data associated with an online user is stored. A machine learning model is used to determine a first personality profile of the online user based at least in part on the social speech content data associated with the online user. A second personality profile of the online user is determined based on the social speech content data using a scientific personality model encoded in an ontology, wherein the ontology encodes statistical relationships between a plurality of words and a plurality of personality traits based on one or more scientific research studies. An ensemble model is applied to determine a third personality profile of the online user based at least in part on the first personality profile and the second personality profile.
    Type: Application
    Filed: November 30, 2017
    Publication date: May 30, 2019
    Inventors: John Galen Buckwalter, David Hans Herman, David Ryan Loker, Kai Mildenberger