The System for the Study of the Dynamics of Human Emotional Response Using Fuzzy Trends

Autor:	Gennady P. Vinogradov, Sergey A. Terekhin, Natalya N. Filatova, Konstantin V. Sidorov
Rok vydání:	2016
Předmět:	Interpretation (logic) medicine.diagnostic_test Scale (ratio) business.industry Fuzzy set Pattern recognition Electroencephalography Fuzzy logic Term (time) Attractor medicine Artificial intelligence business Psychology Membership function
Zdroj:	Proceedings of the First International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’16) ISBN: 9783319338156
DOI:	10.1007/978-3-319-33816-3_18
Popis:	The article discusses the features of a multi-channel system “EEG/S”. The system has been used to build an interpretation model of certain characteristics of the emotions caused by visual, acoustic or olfactory stimuli. Monitoring of emotion characteristics changes is based on a periodic evaluation of attractors’ properties. The attractors are reconstructed using EEG signals or a subject’s speech. For this purpose we used the rules for increment evaluation of fuzzy characteristics of attractors by constructing an additional index scale. The scale allows generating a numerical evaluation for each element of a fuzzy set using a term index and a membership function.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::c4fd9372c9a4c698ad3a13965c34af8a https://doi.org/10.1007/978-3-319-33816-3_18 Zobrazit plný text záznamu