×

MACHINE LEARNING FOR OPTIMAL STUDENT GUIDANCE

  • US 20200134759A1
  • Filed: 09/10/2019
  • Published: 04/30/2020
  • Est. Priority Date: 10/30/2018
  • Status: Active Grant
First Claim
Patent Images

1. One or more non-transitory computer-readable medium storing instructions which, when executed by one or more hardware processors, causes:

  • generating, by a network service, a set of clusters that group a plurality of students by similarity;

    training, by the network service, a machine-learning model based on variances in outcomes and actions leading to the outcomes for students that belong to a same cluster in the set of clusters;

    evaluating, by the network service, the machine-learning model for a student that has been mapped to the same cluster in the set of clusters to identify at least one action that the student has not performed that is predictive of an optimal outcome for other students that belong to the same cluster;

    responsive to evaluating the machine-learning model, presenting, by the network service through an interface, a recommendation that the student perform the at least one action.

View all claims
  • 1 Assignment
Timeline View
Assignment View
    ×
    ×