METHOD OF DATA PREDICTION AND SYSTEM THEREOF

Patent №

US 11,468,271

Granted

2022-10-11

Filed 2020

Owner

AIOLA LTD.

Lab

AI components

4

ml · nlp · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16835615

There is provided a system and method of data prediction. The method includes obtaining a hierarchical data structure comprising a plurality of layers, each including one or more nodes; obtaining one or more machine learning (ML) models each corresponding to a respective node of at least some of the nodes in at least a given layer, in response to a user's request of prediction related to a given node in the given layer; generating a prediction result using a given ML model corresponding to the given node; upon receiving the user's feedback, selecting one or more configuration parameters of the given ML model related to the feedback; updating the selected configuration parameters according to additional factors in the feedback, and re-training the given ML model to obtain a re-trained ML model,—and using the re-trained ML model to generate an updated prediction result to be sent to the user.

Machine learningNatural languagePlanningAI hardwareG06N 20/20G06F 18/214G06F 18/2178G06F 18/22G06F 18/24133G06F 18/285G06N 3/045G06N 3/0464+9 more

AI classification

Machine learning1.00
Planning1.00
AI hardware0.99
Natural language0.85
Knowledge representation0.38
Vision0.18
Evolutionary computation0.03
Speech0.00

Ownership

AIOLA LTD.

assignment · 524040551

Assignors

ERNEST, GUY

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

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