The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Sep. 24, 2024

Filed:

Sep. 26, 2022
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Raman Harishankar, Blacklick, OH (US);

Stan Kevin Daley, Espanola, NM (US);

Shami Gupta, Bidhan Nagar, IN;

Sabyasachi Chatterjee, Bangalore, IN;

Sandipan Sengupta, Kolkata, IN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G09B 7/02 (2006.01); G06N 5/02 (2023.01); G06N 5/022 (2023.01);
U.S. Cl.
CPC ...
G09B 7/02 (2013.01); G06N 5/022 (2013.01);
Abstract

Provided are techniques for assisting remote education learners. Data is collected for an actual base environment, a simulated base environment, and an exam environment for a learner taking an exam. The collected data is used to generate a first behavior pattern for the learner in the simulated base environment and a second behavior pattern for the learner in the exam environment. In response to the second behavior pattern deviating beyond a threshold from the first behavior pattern, a classification of non-cognitive learners class is determined for the learner. A de-bias technique is applied to the classification to generate a final classification. In response to the final classification being the non-cognitive learners class, education material for a subject covered in the exam is selected, and the educational material is played on a remote learner computer of the learner.


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