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.
AI classification
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.