Patents by Inventor Hwiyeol JO

Hwiyeol JO 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).

  • Patent number: 11256869
    Abstract: The present disclosure provides a word vector correction method using artificial intelligence technology. A word vector correction method using a word vector with n dimensions includes generating a first (n+1)-dimensional word vector using an average of elements included in a first n-dimensional word vector; generating a second (n+1)-dimensional word vector using an average of elements included in a second n-dimensional word vector; and determining whether a first word corresponding to the first word vector and a second word corresponding to the second word vector are similar to each other on the basis of specified synonym information.
    Type: Grant
    Filed: August 27, 2019
    Date of Patent: February 22, 2022
    Assignee: LG ELECTRONICS INC.
    Inventor: Hwiyeol Jo
  • Patent number: 11048872
    Abstract: The present disclosure provides a word vector correction method using artificial intelligence technology. According to the present invention, a method of determining a word similarity for a specific document matrix including a plurality of N word vectors having M dimensions includes decomposing the specific document matrix into a word matrix represented in a D-dimensional word space using a D-dimensional weight matrix; calculating a similarity between the plurality of D-dimensional word vectors included in the word matrix obtained through the decomposition; and determining that words corresponding to word vectors satisfying a preset reference similarity value are similar to each other when the calculated similarity value satisfies the preset reference similarity value.
    Type: Grant
    Filed: August 30, 2019
    Date of Patent: June 29, 2021
    Assignee: LG ELECTRONICS INC.
    Inventor: Hwiyeol Jo
  • Publication number: 20190384819
    Abstract: The present disclosure provides a word vector correction method using artificial intelligence technology. According to the present invention, a method of determining a word similarity for a specific document matrix including a plurality of N word vectors having M dimensions includes decomposing the specific document matrix into a word matrix represented in a D-dimensional word space using a D-dimensional weight matrix; calculating a similarity between the plurality of D-dimensional word vectors included in the word matrix obtained through the decomposition; and determining that words corresponding to word vectors satisfying a preset reference similarity value are similar to each other when the calculated similarity value satisfies the preset reference similarity value.
    Type: Application
    Filed: August 30, 2019
    Publication date: December 19, 2019
    Applicant: LG ELECTRONICS INC.
    Inventor: Hwiyeol JO
  • Publication number: 20190384817
    Abstract: The present disclosure provides a word vector correction method using artificial intelligence technology. A word vector correction method using a word vector with n dimensions includes generating a first (n+1)-dimensional word vector using an average of elements included in a first n-dimensional word vector; generating a second (n+1)-dimensional word vector using an average of elements included in a second n-dimensional word vector; and determining whether a first word corresponding to the first word vector and a second word corresponding to the second word vector are similar to each other on the basis of specified synonym information.
    Type: Application
    Filed: August 27, 2019
    Publication date: December 19, 2019
    Applicant: LG ELECTRONICS INC.
    Inventor: Hwiyeol JO