PROCESS-AWARE TRACE SYNTHESIS FOR TRAINING PROCESS LEARNING

Patent №

US 11,146,471

Granted

2021-10-12

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16804694

A process trace updating method, system, and computer program product include retrieving, by a computing device, one or more historical executions of a process, receiving, by the computing device, a proposed incremental change, with regard to the process, for a proposed process, updating, by the computing device, the historical execution to build a machine learning model, and generating, by the computing device, a decision and a prediction about execution of the proposed process based upon the machine-learning model.

Machine learningNatural languageKnowledge representationPlanningAI hardwareH04L 41/145H04L 43/10G06N 20/00H04L 41/16H04L 43/028H04L 63/12H04L 67/131

AI classification

Natural language1.00
Machine learning1.00
Planning1.00
AI hardware1.00
Knowledge representation0.99
Vision0.11
Speech0.04
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 519640197

Assignors

DUESTERWALD, EVELYN, ISAHAGIAN, VATCHE, MUTHUSAMY, VINOD

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

From the same owner

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