GATHERING DATA IN A COMMUNICATION SYSTEM

Patent №

US 11,741,357

Granted

2023-08-29

Filed 2019

Owner

MICROSOFT TECHNOLOGY LICENSING, LLC

AI components

6

ml · nlp · vision · speech · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16443788

A computer-implemented method comprising: outputting questions to a user via one or more user devices, and receiving back responses to some of the questions from the user via one or more user devices; over time, controlling the outputting of the questions so as to output the questions under circumstances of different values for each of one or more items of metadata, wherein the one or more items of metadata comprise one or more physical conditions of the user; monitoring whether or not the user responds when the question is output with the different metadata values; training the machine learning algorithm to learn a value of each of the items of metadata which optimizes a reward function, and based thereon selecting a circumstance when the user is exhibiting a particular physical condition to output subsequent questions.

Machine learningNatural languageVisionSpeechPlanningAI hardwareG06N 3/08G16H 50/20G06F 16/3329G06N 3/045G06N 3/0455G06N 3/047G06N 3/0475G06N 3/0499+3 more

AI classification

Machine learning1.00
Natural language1.00
Planning1.00
AI hardware0.96
Speech0.78
Vision0.70
Knowledge representation0.28
Evolutionary computation0.00

Ownership

MICROSOFT TECHNOLOGY LICENSING, LLC

assignment · 494940756

Assignors

ZHANG, CHENG, NOWOZIN, SEBASTIAN, PATEL, AMEERA, BELGRAVE, DANIELLE CHARLOTTE MARY, PALLA, KONSTANTINA, THIEME, ANJA, BUCHAN, IAIN EDWARD, MA, CHAO, TSCHIATSCHEK, SEBASTIAN, HERNANDEZ LOBATO, JOSE MIGUEL

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

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