Patents by Inventor Nikolay Gradetskiy

Nikolay Gradetskiy 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).

  • Use of machine learning to identify topical arguments
    Patent number: 11636357
    Abstract: Technology is described for identifying topical arguments to be provided in order to enable problem solving. The method can include a first operation of storing a topical problem statement at a root of a graph. A plurality of topical arguments may be stored in a plurality of argument nodes and user answers to the topical arguments in the graph. Another operation may be grouping the argument nodes into section groups that define a sub-topic linked by the graph to the topical problem statement. Additionally, use requests for the topical arguments in the graph may be tracked by recording access to the topical arguments. A use pattern of topical arguments may be identified by tracking use requests to the topical arguments. The use pattern may be processed using a machine learning model.
    Type: Grant
    Filed: April 29, 2020
    Date of Patent: April 25, 2023
    Assignee: Airin, Inc.
    Inventors: Linda Klug, Elisha Davidson, Nikolay Gradetskiy
  • Use of Machine Learning to Identify Topical Arguments
    Publication number: 20210342708
    Abstract: Technology is described for identifying topical arguments to be provided in order to enable problem solving. The method can include a first operation of storing a topical problem statement at a root of a graph. A plurality of topical arguments may be stored in a plurality of argument nodes and user answers to the topical arguments in the graph. Another operation may be grouping the argument nodes into section groups that define a sub-topic linked by the graph to the topical problem statement. Additionally, use requests for the topical arguments in the graph may be tracked by recording access to the topical arguments. A use pattern of topical arguments may be identified by tracking use requests to the topical arguments. The use pattern may be processed using a machine learning model.
    Type: Application
    Filed: April 29, 2020
    Publication date: November 4, 2021
    Inventors: Linda Klug, Elisha Davidson, Nikolay Gradetskiy