Headstart for Data Scientists

Patent №

US 11,170,007

Granted

2021-11-09

Filed 2019

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16381725

A method, system, and apparatus are provided for recommending machine learning (ML) project resources for completing a user project by generating indexed project metadata for a plurality of ML projects, generating search metadata for a search request for ML project resources to develop an ML project, and then evaluating the search metadata against the indexed project metadata for each ML project to form a relevancy assessment which is used to order trained models from the ML projects and to display one or more recommended ML project resources comprising one or more of the plurality of trained models having a relevancy assessment exceeding a relevancy threshold.

Machine learningNatural languageKnowledge representationPlanningEvolutionary computationAI hardwareG06F 16/24578G06F 16/316G06F 16/22G06F 16/243G06F 16/288G06F 40/205G06F 40/30

AI classification

Natural language1.00
Planning1.00
Machine learning1.00
Knowledge representation1.00
AI hardware0.93
Evolutionary computation0.68
Vision0.07
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 488620854

Assignors

FREED, ANDREW R., TENYENHUIS, TRISTAN A., CRAMER, KEITH D., MURGAI, SORABH

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

From the same owner

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