Invention Grant
- Patent Title: Method of data prediction and system thereof
-
Application No.: US16835615Application Date: 2020-03-31
-
Publication No.: US11468271B2Publication Date: 2022-10-11
- Inventor: Guy Ernest
- Applicant: Aiola Ltd.
- Applicant Address: IL Herzeliya
- Assignee: Aiola Ltd.
- Current Assignee: Aiola Ltd.
- Current Assignee Address: IL Herzeliya
- Agency: Browdy and Neimark, PLLC
- Main IPC: G06K9/62
- IPC: G06K9/62 ; G06N3/08 ; G06N3/04 ; G06N20/20 ; G06N20/00

Abstract:
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.
Public/Granted literature
- US20210303934A1 METHOD OF DATA PREDICTION AND SYSTEM THEREOF Public/Granted day:2021-09-30
Information query