US 2025/0053832 A1 · Systems, Methods and Apparatus for Machine Learning Predictive Analytics

Abstract

Systems, methods and apparatus of machine-learning-predictive-analytics, the method performed by a predictive analytic control computer and including receiving from a second computer a training-profile data that describes one or more contributions of resources that are associated and identified with particular entities, receiving from a third computer a training-profile data that are associated and identified with the particular entities, that does not describe one or more contributions of resources the training-profile data, and that includes data that is that is received from additional computers that host websites and applications that focus on communication, community-based input, interaction, content-sharing and collaboration that describe a first set of features and representations of issues of interest of the particular entities, generating a machine-learning-predictive-analytic model by a machine learning-predictive-analytic trainer in reference to the training-profile data, generating predictions from the machine-learning-predictive-analytic model and from a second set of features and representations of issues of interest.

Claims35

Dependent claims

A method of machine learning predictive analytics, the method performed by a predictive analytic control computer and comprising:

receiving from a second computer a plurality of training profile data that describes one or more contributions of resources that are associated and identified with particular entities;
receiving from a third computer a plurality of training profile data that are associated and identified with the particular entities, that does not describe one or more contributions of resources the training profile data, and that includes data that is that is received from additional computers that host websites and applications that focus on communication, community-based input, interaction, content-sharing and collaboration that describe features and representations of issues of interest of the particular entities;
generating a machine learning predictive analytic model by a machine learning predictive analytic trainer in reference to the training profile data;
generating a plurality of predictions by a machine learning predictive analytic engine from the machine learning predictive analytic model and new data;
and
transmitting the plurality of predictions to a memory.

3 more elements

Dependencies are inferred from the claim text.

Systems, Methods and Apparatus for Machine Learning Predictive Analytics

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Systems, Methods and Apparatus for Machine Learning Predictive Analytics

Life of this patent

Abstract

Claims35