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:
May. 13, 2025

Filed:

Jan. 04, 2021
Applicant:

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

Inventors:

Shuyan Lu, Cary, NC (US);

Yi-Hui Ma, Mechanicsburg, PA (US);

Eugene Irving Kelton, Wake Forest, NC (US);

John H. Walczyk, Iii, Raleigh, NC (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2023.01); G06F 18/2413 (2023.01); G06N 5/047 (2023.01); G06Q 40/02 (2023.01);
U.S. Cl.
CPC ...
G06N 5/047 (2013.01); G06F 18/2413 (2023.01); G06Q 40/02 (2013.01);
Abstract

Embodiments of the present invention provide a computer system, a computer program product, and a method that comprises receiving transactional data from at least two users in a plurality of users; determining a pattern within the received transactional data based on a frequency-based domain conversion, wherein the pattern is associated with a determined periodicity; determining a delay within the received transactional data by identifying contextual factors associated with the received transactional data and measuring an amount of time between each identified contextual factors within a plurality of identified contextual factors using a signal processing algorithm; aligning the received transactional data from the at least two users by placing at least two signal forms associated based on the determined delay within the received transactional data at a same point; and generating a line graph depicting the aligned transactional data.


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