KFU. Card publication. Neurotransmitters Level Detection Based on Human Bio-Signals, Measured in Virtual Environments

KAZAN
FEDERAL UNIVERSITY

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- 中文
- ES

NEUROTRANSMITTERS LEVEL DETECTION BASED ON HUMAN BIO-SIGNALS, MEASURED IN VIRTUAL ENVIRONMENTS

Form of presentation

Articles in international journals and collections

Year of publication

2019

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Authors, employees of KFU

Kugurakova Vlada Vladimirovna, author

Authors, students KFU

Ayazgulova Karina Rinatovna, author

Bibliographic description in the original language

Kugurakova V, Ayazgulova K., Neurotransmitters Level Detection Based on Human Bio-Signals, Measured in Virtual Environments//Advances in Intelligent Systems and Computing. - 2019. - Vol.848, Is.. - P.209-216.

Annotation

In this paper, we explore the possibility of using the visual and sound stimuli obtained in various incidents when immersed in virtual reality, to detect human emotion by measuring the human bio-signals: heart rate, electroencephalogram (EEG), blood volume pressure, skin temperature and galvanic skin response (GSR) using bio-sensors. Further classification of signals occurs using a neural network. The received statistical characteristics are used as a contribution to the neural network for classification according to the Lövheim cube of emotions. The resulting algorithm for recognizing emotions based on human bio-signals in virtual reality will be used to predict emotional reactions to various events in virtual environments and, consequently, to increase their immersion.

Keywords

Bio-sensor, Bio-signal, Emotion recognition, Human emotions, Immersivity, IVE, Lövheim, Virtual environment, Virtual reality, VR

The name of the journal

Advances in Intelligent Systems and Computing

URL

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85053217500&doi=10.1007%2f978-3-319-99316-4_28&partnerID=40&md5=4dbfd56a92079ab30e8df9065f1e2f70

Please use this ID to quote from or refer to the card

https://repository.kpfu.ru/eng/?p_id=185425&p_lang=2

Full metadata record

Field DC	Value	Language
dc.contributor.author	Kugurakova Vlada Vladimirovna	ru_RU
dc.contributor.author	Ayazgulova Karina Rinatovna	ru_RU
dc.date.accessioned	2019-01-01T00:00:00Z	ru_RU
dc.date.available	2019-01-01T00:00:00Z	ru_RU
dc.date.issued	2019	ru_RU
dc.identifier.citation	Kugurakova V, Ayazgulova K., Neurotransmitters Level Detection Based on Human Bio-Signals, Measured in Virtual Environments//Advances in Intelligent Systems and Computing. - 2019. - Vol.848, Is.. - P.209-216.	ru_RU
dc.identifier.uri	https://repository.kpfu.ru/eng/?p_id=185425&p_lang=2	ru_RU
dc.description.abstract	Advances in Intelligent Systems and Computing	ru_RU
dc.description.abstract	In this paper, we explore the possibility of using the visual and sound stimuli obtained in various incidents when immersed in virtual reality, to detect human emotion by measuring the human bio-signals: heart rate, electroencephalogram (EEG), blood volume pressure, skin temperature and galvanic skin response (GSR) using bio-sensors. Further classification of signals occurs using a neural network. The received statistical characteristics are used as a contribution to the neural network for classification according to the Lövheim cube of emotions. The resulting algorithm for recognizing emotions based on human bio-signals in virtual reality will be used to predict emotional reactions to various events in virtual environments and, consequently, to increase their immersion.	ru_RU
dc.language.iso	ru	ru_RU
dc.subject	Bio-sensor	ru_RU
dc.subject	Bio-signal	ru_RU
dc.subject	Emotion recognition	ru_RU
dc.subject	Human emotions	ru_RU
dc.subject	Immersivity	ru_RU
dc.subject	IVE	ru_RU
dc.subject	Lövheim	ru_RU
dc.subject	Virtual environment	ru_RU
dc.subject	Virtual reality	ru_RU
dc.subject	VR	ru_RU
dc.title	Neurotransmitters Level Detection Based on Human Bio-Signals, Measured in Virtual Environments	ru_RU
dc.type	Articles in international journals and collections	ru_RU