| Форма представления | Статьи в зарубежных журналах и сборниках |
| Год публикации | 2019 |
| Язык | английский |
|
Кугуракова Влада Владимировна, автор
|
|
Аязгулова Карина Ринатовна, автор
|
| Библиографическое описание на языке оригинала |
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. |
| Аннотация |
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. |
| Ключевые слова |
Bio-sensor, Bio-signal, Emotion recognition, Human emotions, Immersivity, IVE, Lövheim, Virtual environment, Virtual reality, VR |
| Название журнала |
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 |
| Пожалуйста, используйте этот идентификатор, чтобы цитировать или ссылаться на эту карточку |
https://repository.kpfu.ru/?p_id=185425 |
Полная запись метаданных  |
| Поле DC |
Значение |
Язык |
| dc.contributor.author |
Кугуракова Влада Владимировна |
ru_RU |
| dc.contributor.author |
Аязгулова Карина Ринатовна |
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/?p_id=185425 |
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 |
Статьи в зарубежных журналах и сборниках |
ru_RU |
|
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