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. 06, 2026

Filed:

Dec. 09, 2021
Applicant:

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

Inventors:

Ritwik Chaudhuri, Bangalore, IN;

Sameep Mehta, Bangalore, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2023.01); G06F 16/22 (2019.01); G06F 16/23 (2019.01);
U.S. Cl.
CPC ...
G06F 16/2365 (2019.01); G06F 16/221 (2019.01);
Abstract

Methods, systems, and computer program products for prioritized data cleaning are provided herein. A computer-implemented method includes obtaining a dataset comprising a plurality of data issues; determining a priority of one or more features of the dataset; generating a respective model for each of a plurality of data resolution algorithms, wherein each model indicates computing costs of the corresponding data resolution algorithm for resolving at least portion of the plurality of data issues in an order of the priority of the features; and applying one or more of the plurality of data resolutions algorithm to resolve at least a portion of the data issues in the order of the priority of the features based at least in part on the generated models.


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