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:
Nov. 09, 2021

Filed:

Apr. 11, 2019
Applicant:

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

Inventors:

Andrew R. Freed, Cary, NC (US);

Tristan A. TeNyenhuis, West Islip, NY (US);

Keith D. Cramer, Pine Island, MN (US);

Sorabh Murgai, Cary, NC (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/2457 (2019.01); G06F 16/242 (2019.01); G06F 16/28 (2019.01); G06F 16/22 (2019.01); G06F 40/205 (2020.01);
U.S. Cl.
CPC ...
G06F 16/24578 (2019.01); G06F 16/22 (2019.01); G06F 16/243 (2019.01); G06F 16/288 (2019.01); G06F 40/205 (2020.01);
Abstract

A method, system, and apparatus are provided for recommending machine learning (ML) project resources for completing a user project by generating indexed project metadata for a plurality of ML projects, generating search metadata for a search request for ML project resources to develop an ML project, and then evaluating the search metadata against the indexed project metadata for each ML project to form a relevancy assessment which is used to order trained models from the ML projects and to display one or more recommended ML project resources comprising one or more of the plurality of trained models having a relevancy assessment exceeding a relevancy threshold.


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