Invention Grant
- Patent Title: Cognitive data outlier pre-check based on data lineage
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Application No.: US17245063Application Date: 2021-04-30
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Publication No.: US11640388B2Publication Date: 2023-05-02
- Inventor: Xiang Yu Yang , Deng Xin Luo , Ye Wang , Yu Pan , Zhong Fang Yuan , Miao Guo
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agent Aaron Pontikos
- Main IPC: G06F16/23
- IPC: G06F16/23 ; G06F16/28 ; G06F16/90 ; G06F16/24 ; G06F16/901 ; G06F18/2433 ; G06F18/2413

Abstract:
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.
Public/Granted literature
- US20220350789A1 COGNITIVE DATA OUTLIER PRE-CHECK BASED ON DATA LINEAGE Public/Granted day:2022-11-03
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