METHOD OF AND SYSTEM FOR EVALUATING CONSUMPTION OF VISUAL INFORMATION DISPLAYED TO A USER BY ANALYZING USER'S EYE TRACKING AND BIORESPONSE DATA

Patent №

US 11,468,288

Granted

2022-10-11

Filed 2020

Owner

OKEN TECHNOLOGIES, INC.

Lab

AI components

4

ml · vision · speech · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16940931

Method of analyzing eye tracking data for estimating user's cognitive and emotional level of consumption of visual information. A training machine learning model is trained using a data set containing gaze information of known training users, their known cognitive levels and their EEG signal measurements. A calibrating machine learning model is trained using a data set of calibrating visual information displayed to a user, calibrating gaze tracks of that user, calibrating actions data of that user, and calibrating session data related to the session environment. The device displays to that user a target visual information and records target eye tracking data of that user in response to consuming the target information. The recorded target eye tracking data is calibrated via the calibrating machine learning model. The calibrated target eye tracking data is fed into the training machine learning model, which estimates the cognitive levels of consumption of the target visual information of that user.

Machine learningVisionSpeechAI hardwareG06N 3/044G06F 3/011G06F 3/012G06F 3/013G06F 3/015G06F 3/14G06F 16/2379G06N 3/0442+10 more

AI classification

Machine learning1.00
AI hardware1.00
Speech0.92
Vision0.59
Natural language0.01
Planning0.00
Evolutionary computation0.00
Knowledge representation0.00

Ownership

OKEN TECHNOLOGIES, INC.

assignment · 533380001

Assignors

ANISIMOV, VICTOR NIKOLAEVICH, CHERNOZATONSKIY, KONSTANTIN LEONIDOVICH, RAYKHRUD, MAXIM KIRILLOVICH, REVAZOV, ARSEN

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

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