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:
Jan. 09, 2024

Filed:

Dec. 29, 2020
Applicant:

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

Inventors:

Joao H Bettencourt-Silva, Dublin, IE;

Natalia Mulligan, Dublin, IE;

Marco Luca Sbodio, Castaheany, IE;

Vanessa Lopez Garcia, Dublin, IE;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/30 (2020.01); G06N 20/00 (2019.01); G06N 5/045 (2023.01); G06F 16/906 (2019.01); G06Q 50/26 (2012.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 16/906 (2019.01); G06N 5/045 (2013.01); G06N 20/00 (2019.01); G06Q 50/26 (2013.01);
Abstract

A system and method for analyzing and explaining the temporal evolution of policies. The analysis of the temporal evolution of policies includes determining semantically related changes in the text of the corresponding policies over time and across the different versions of the (two or more) policy documents. An explanation of the temporal evolution of policies is provided consisting of human interpretable information relating each change to one or more events and/or contextual data. A next steps policy change is also suggested that includes a set of policy conditions based on potential future changes of similar policies and contextual data and event data. The suggestions are related to the policy relevant to the target cohort or individual. The system adapts machine learned models by receiving user feedback provided on an analysis of the correctness of the temporal evolution of policies, corresponding explanations and suggestions of the next actions.


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