EXTRACT-TRANSFORM-LOAD SCRIPT GENERATION

Patent №

US 11,630,833

Granted

2023-04-18

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17084161

One embodiment provides a computer implemented method, including: receiving, from a user, a natural language query for data contained within at least one data repository; identifying at least one concept from the natural language query, wherein the at least one concept includes an entity and an intent; identifying a plurality of datasets satisfying the natural language query by querying the at least one data repository utilizing the at least one concept; ranking the dataset based on relevance to the query; generating an extract-transform-load script that extracts, transforms, and loads a dataset selected by the user from the plurality of datasets; and retrieving data included in the dataset utilizing the extract-transform-load script, wherein the retrieving includes returning the data to the user.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06F 16/254G06F 16/243G06F 16/24565G06F 16/24573G06F 16/24578

AI classification

Natural language1.00
Planning1.00
Knowledge representation1.00
Machine learning0.91
AI hardware0.68
Vision0.13
Evolutionary computation0.01
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 542140853

Assignors

KESARWANI, MANISH, BHATIA, SUMIT, MEHTA, SAMEEP

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

From the same owner

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