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:
Apr. 26, 2022

Filed:

Nov. 25, 2020
Applicant:

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

Inventors:

Vitobha Munigala, Secunderabad, IN;

Diptikalyan Saha, Bangalore, IN;

Sattwati Kundu, Bangalore, IN;

Geetha Adinarayan, Bangalore, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/00 (2006.01); G06F 11/07 (2006.01); G06N 5/04 (2006.01); G06F 16/23 (2019.01);
U.S. Cl.
CPC ...
G06F 11/0793 (2013.01); G06F 11/0745 (2013.01); G06F 11/0751 (2013.01); G06F 16/2379 (2019.01); G06N 5/04 (2013.01);
Abstract

A system, computer program product, and method are presented for providing confidence values for replacement data for data that has issues indicative of errors, where the data issues, the replacement data, and confidence values are related to one or more KPIs. The method includes identifying one or more potentially erroneous data instances and determining one or more predicted replacement values for the potentially erroneous data instances. The method further includes determining a confidence value for each predicted replacement value and resolving the one or more potentially erroneous data instances with one predicted replacement value of the one or more predicted replacement values. The method also includes generating an explanatory basis for the resolution of the one or more potentially erroneous data instances.


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