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US 2025/0028985 A1Published application
System and method for data structuring for artificial intelligence and a user interface for presenting the same
AssigneePecan Ai Ltd.
InventorsNoam BREZIS, Zohar Z. BRONFMAN
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Abstract
A data structuring system that provides a user interface to enable data wrangling and modeling, and methods for making and using the same.
Claims1
A computer-implemented method comprising:
- receiving, at a computing system, information regarding entities for which predictions are to be generated by a machine learning model, wherein the information regarding the entities comprises an indication of a primary key for accessing unique identifiers of the entities, and an indication of a table which contains the primary key;
- finding, by the computing system, in the indicated table, some or all foreign keys associated with the indicated primary key;
- and
- for each of one or more of said found foreign keys:
- following, by the computing system, the found foreign key to a respective table in which the found foreign key is a non-foreign key;
- finding, by the computing system, in the respective table, some or all keys associated in the respective table with the found foreign key;
- and
- suggesting, by the computing system, as attributes for the machine learning model, one or more of said keys found in the respective table, wherein the attributes correspond to features.
5 more elements
Dependencies are inferred from the claim text.