SYSTEM AND METHOD FOR HUMAN-MACHINE HYBRID PREDICTION OF EVENTS

Patent №

US 11,625,562

Granted

2023-04-11

Filed 2019

Owner

HRL LABORATORIES, LLC

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16708166

A method for generating human-machine hybrid predictions of answers to forecasting problems includes: parsing text of an individual forecasting problem to identify keywords; generating machine models based on the keywords; scraping data sources based on the keywords to collect scraped data relevant to the individual forecasting problem; providing the scraped data to the machine models; receiving machine predictions of answers to the individual forecasting problem from the machine models based on the scraped data; providing, by the computer system via a user interface, the scraped data to human participants; receiving, by the computer system via the user interface, human predictions of answers to the individual forecasting problem from the human participants; aggregating the machine predictions with the human predictions to generate aggregated predictions; and generating and outputting a hybrid prediction based on the aggregated predictions.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06Q 10/04G06F 16/90335G06F 16/907G06F 18/251G06F 40/166G06F 40/205G06F 40/284G06F 40/40+14 more

AI classification

Natural language1.00
Machine learning1.00
AI hardware1.00
Planning1.00
Knowledge representation1.00
Vision0.86
Evolutionary computation0.34
Speech0.07

Ownership

HRL LABORATORIES, LLC

assignment · 512270555

Assignors

HUBER, DAVID J., LU, TSAI-CHING, STEPP, NIGEL D., JAMMALAMADAKA, ARUNA, KIM, HYUN J., JOHNSON, SAMUEL D.

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

© 2026 NYSGPT2525 LLC