ACTIVE LEARNING FOR CONCEPT DISAMBIGUATION

Patent №

US 11,636,376

Granted

2023-04-25

Filed 2018

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15996491

A method, computer system, and a computer program product for active machine learning is provided. The present invention may include annotating a plurality of data entries. The present invention may also include building a first dataset based on the annotated plurality of data entries. The present invention may then include receiving user feedback based on the built first dataset. The present invention may further include assigning a plurality of weights to a plurality of data entry subsets. The present invention may also include generating a second weighted dataset based on the received user feedback.

AI classification

Natural language1.00
Knowledge representation1.00
Machine learning1.00
AI hardware1.00
Planning0.95
Vision0.39
Speech0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 459700473

Assignors

EZEN CAN, AYSU, ALLEN, CORVILLE O., DELIMA, ROBERTO

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

From the same owner

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