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:
Mar. 24, 2026

Filed:

Oct. 19, 2023
Applicant:

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

Inventors:

Thomas Kenneth Monson, Chicago, IL (US);

Hitheshwar Peddamekala, Glen Allen, VA (US);

Evelio Sosa, Raleigh, NC (US);

Emily Otero, Durham, NC (US);

Keith Gregory Frost, Delaware, OH (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 10/0633 (2023.01); G06F 8/71 (2018.01); G06F 40/40 (2020.01);
U.S. Cl.
CPC ...
G06Q 10/0633 (2013.01); G06F 40/40 (2020.01); G06F 8/71 (2013.01);
Abstract

A computer-implemented method, according to one approach, includes: receiving a new work item, and extracting topics from the new work item. A trained machine learning model is used to determine a first set of values representing correlation strengths between the new work item and the topics. Moreover, the first set of values are compared to a second set of values, where the second set of values represents correlation strengths between the topics and multiple files. A third set of values representing correlation strengths between the new work item and the multiple files is also generated, and output.


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