Beyond Physical Domain, Understanding Workers Cognitive and Emotional Status to Enhance Worker Performance and Wellbeing

Autor:	Consuelo Latorre-Sánchez, Purificación Castelló Merce, Juan-Manuel Belda-Lois, Andres Soler Valero, Nicolas Palomares Olivares, Carlos Planells Palop, José Laparra-Hernández
Rok vydání:	2019
Předmět:	Single model Heart rate variability Cognition Valence (psychology) Logistic regression Psychology Fuzzy logic Cognitive load Cognitive psychology Arousal
Zdroj:	Advances in Neuroergonomics and Cognitive Engineering ISBN: 9783030204723 AHFE (2)
DOI:	10.1007/978-3-030-20473-0_4
Popis:	A methodology is presented to obtain measurements of the emotional states of workers from the measurement of Heart Rate Variability. Two methodologies have been used, one based on logistic regression and another using fuzzy trees. The results show promising results to have a single model for using through different persons to obtain an estimation of their internal arousal and valence. This estimation will be validated in a second stage with a measurement of the cognitive load of the worker.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::688a9b0906d155739e2349dc313defd3 https://doi.org/10.1007/978-3-030-20473-0_4 Zobrazit plný text záznamu