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:
Jun. 23, 2026

Filed:

Jul. 28, 2021
Applicant:

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

Inventors:

Debarun Bhattacharjya, New York, NY (US);

Dharmashankar Subramanian, White Plains, NY (US);

Tian Gao, Berkeley Heights, NJ (US);

Nicholas Scott Mattei, New Orleans, LA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/046 (2023.01); G06F 18/21 (2023.01); G06F 18/2134 (2023.01); G06F 18/22 (2023.01);
U.S. Cl.
CPC ...
G06N 5/046 (2013.01); G06F 18/2134 (2023.01); G06F 18/2193 (2023.01); G06F 18/22 (2023.01);
Abstract

Embodiments of the present invention provide computer-implemented methods, computer program products and computer systems. Embodiments of the present invention can, identify a plurality of data variables within a multivariate event dataset. Embodiments of the present invention can then formalize a causal inference between at least two identified data variables within the multivariate event dataset and generate a structural framework of an average effect value for the multivariate event dataset based on the formalization of the causal inference of the identified data variables. Embodiments of the present invention can then calculate an inverse propensity score for the generated structural framework of the average effect based on a type of identified variable, a predetermined time associated with the identified variable, and a causal connection strength between the identified variables.


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