Abstract: A method to predict problematic actions in an organization, executed by a processing device, includes accessing stored employee-related data, such as at least one of emails, surveys, minutes, or records of conversations, identifying a subset of the employee-related data that is associated with an employee, and predicting, based on the subset of the employee-related data associated with the employee, at least one of a likelihood that the employee is engaged in an adverse relation with other employees or a likelihood that the employee is to resign from the organization within a period of time.
Type:
Grant
Filed:
February 1, 2019
Date of Patent:
March 29, 2022
Assignee:
YVA.AI, INC.
Inventors:
David Yan, Victor Kuznetsov, Aleksandr Mertvetsov, Marina Chilingaryan, Eric Pelletier
Abstract: An example method of document clustering comprises: representing each document of a plurality of documents by a vector comprising a first plurality of real values, wherein each real value of the first plurality of real values reflects a first frequency-based metric of a term comprised by the document; partitioning the plurality of documents into a first set of document clusters based on distances between vectors representing the documents; representing each document cluster of the first set of document clusters by a vector comprising a second plurality of real values, wherein each real value of the second plurality of real values reflects a second frequency-based metric of a term comprised by the document cluster; and partitioning the first set of document clusters into a second set of document clusters based on distances between vectors representing the document clusters of the first set of document clusters.
Type:
Grant
Filed:
May 7, 2018
Date of Patent:
July 27, 2021
Assignee:
YVA.AI, INC.
Inventors:
Viacheslav Seledkin, David Yan, Marina Chilingaryan
Abstract: A task assistant identifies a correspondence received by a source associated with a user and determines that the correspondence includes a request. The task assistant further determines a ranking associated with the request based on one or more characteristics of the request and of the correspondence. In response to the ranking of the request exceeding a threshold, the task assistant generates a notification associated with the request and provides the notification to a client device associated with the user.
Type:
Grant
Filed:
February 7, 2020
Date of Patent:
January 26, 2021
Assignee:
YVA.AI, INC.
Inventors:
David Yan, Victor Bocharov, Polina Kananykina, Anton Gordienko, Victor Kuznetsov, Aleksandr Mertvetsov
Abstract: A task assistant identifies a correspondence received by a source associated with a user and determines that the correspondence includes a request. The task assistant further determines a ranking associated with the request based on one or more characteristics of the request and of the correspondence. In response to the ranking of the request exceeding a threshold, the task assistant generates a notification associated with the request and provides the notification to a client device associated with the user.
Type:
Grant
Filed:
August 30, 2017
Date of Patent:
February 11, 2020
Assignee:
YVA.AI, Inc.
Inventors:
David Yan, Victor Bocharov, Polina Kananykina, Anton Gordienko, Victor Kuznetsov, Aleksandr Mertvetsov