AUTOMATIC MAPPING OF RECORDS WITHOUT CONFIGURATION INFORMATION

Patent №

US 11,645,558

Granted

2023-05-09

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16869647

A method, a computer system, and a computer program product for mapping operational records to a topology graph. Embodiments of the present invention may include generating an event frequent pattern using operational records. Embodiments of the present invention may include integrating topology-based event frequent patterns. Embodiments of the present invention may include mapping the operational records with an embedding engine. Embodiments of the present invention may include predicting incident events. Embodiments of the present invention may include receiving labeled patterns to the embedding engine for an active learning cycle.

Machine learningNatural languageKnowledge representationPlanningG06N 5/04G06F 16/9024G06N 3/044G06N 3/0442G06N 3/0895G06N 3/09G06N 3/091G06N 20/00

AI classification

Machine learning1.00
Planning1.00
Natural language1.00
Knowledge representation0.82
AI hardware0.36
Vision0.21
Speech0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 526060608

Assignors

WANG, QING, SHWARTZ, LARISA, PARTHASARATHY, SRINIVASAN, HWANG, JINHO, MA, TENGFEI, NIDD, MICHAEL ELTON, BAGEHORN, FRANK, KRCHÁK, JAKUB, ORUMBAYEV, ALTYNBEK, MÝLEK, MICHAL, SANDR, OTA, ONDREJ, TOMÁ?

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

From the same owner

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