COGNITIVE DATA OUTLIER PRE-CHECK BASED ON DATA LINEAGE

Patent №

US 11,640,388

Granted

2023-05-02

Filed 2021

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17245063

Methods, computer program products, and/or systems are provided that perform the following operations: obtaining pre-check data associated with specified data nodes; calculating outliers for each specified data node, wherein the outliers are calculated based on a unit of the pre-check data associated with each specified data node; backtracking the calculated outliers for each specified data node through an associated generating data link; selecting one or more data nodes associated with a set of largest outliers; selecting one or more data links associated with the set of largest outliers; and generating potential anomaly indications based on the one or more data nodes selected and the one or more data links selected.

AI classification

AI hardware1.00
Planning1.00
Knowledge representation1.00
Evolutionary computation0.97
Machine learning0.86
Natural language0.21
Vision0.01
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 560910816

Assignors

YANG, XIANG YU, LUO, DENG XIN, WANG, YE, PAN, YU, YUAN, ZHONG FANG, GUO, MIAO

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

From the same owner

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