DATA QUALITY ANALYSIS AND CLEANSING OF SOURCE DATA WITH RESPECT TO A TARGET SYSTEM

Patent №

US 10,055,431

Granted

2018-08-21

Filed 2015

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14692269

A system transfers data between source systems and a target system. The system determines a domain score for data domains of source data from the source systems based on data quality metrics for the target system. The domain score indicates data quality with respect to the target system. Corresponding processes of the target system are identified for the data domains, and a process score is determined for the identified processes based on a corresponding domain score. The process score indicates data quality with respect to the identified processes. The system cleanses the source data based on the domain score and/or process score, and validates the cleansed source data against the target system for transference. Embodiments of the present invention further include a method and computer program product for transferring data between source systems and a target system in substantially the same manner described above.

AI classification

Planning1.00
Knowledge representation1.00
AI hardware0.71
Machine learning0.05
Natural language0.04
Vision0.00
Evolutionary computation0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 354610438

Assignors

MARRELLI, CARL M., NARAYANAN, RAM S., OBERHOFER, MARTIN, RASHIDI, SOLMAZ

On an employer assignment, the assignors are typically the inventors.

From the same owner

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