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Registered APPARATUS AND METHOD OF GENERATING MACHINE LEARNING-BASED CYBER SICKNESS PREDICTION MODEL FOR VIRTUAL REALITY CONTENT
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APPARATUS AND METHOD OF GENERATING MACHINE LEARNING-BASED CYBER SICKNESS PREDICTION MODEL FOR VIRTUAL REALITY CONTENT
- Inventors
- Son Wookho, Heeseok Oh, Lee Beom Ryeol, Nam Seung Woo
- Application No.
- 16140210 (2018.09.24)
- Publication No.
- 20190171280 (2019.06.06)
- Registration No.
- 10725534 (2020.07.28)
- Country
- UNITED STATES
- Project Code
- 17HS5800, Development of a method for regulating human-factor parameters for reducing VR-induced sickness, Son Wookho
- Abstract
- Disclosed is an apparatus and method of generating a VR sickness prediction model. A method of generating a VR sickness prediction model according to the present disclosure includes: displaying virtual reality content on a display unit; detecting first VR sickness information of a user who experiences the virtual reality content using a sensor; determining second VR sickness information using a user input that is input from the user in response to a request for inputting a degree of VR sickness for the virtual reality content; performing machine learning based on supervised learning using VR sickness-inducing factors for the virtual reality content, the first VR sickness information, and the second VR sickness information; and determining a correlation between the VR sickness-inducing factors and a list of VR sickness symptoms on a basis of the performed machine learning.
- Family
| Status | Patent | Country | KIPRIS |
|---|---|---|---|
| Registered | APPARATUS AND METHOD FOR MACHINE LEARNING BASED PREDICTION MODEL AND QUANTITATIVE CONTROL OF VIRTUAL REALITY CONTENTS’ CYBER SICKNESS | KOREA | KIPRIS |