Memorias de investigación
Artículos en revistas:
Emotional Decision-Making Biases Prediction in Cyber-Physical Systems
Año:2019

Áreas de investigación
  • Tecnología electrónica y de las comunicaciones,
  • Ciencias de la computación y tecnología informática

Datos
Descripción
This article faces the challenge of discovering the trends in decision-making based on capturing emotional data and the influence of the possible external stimuli. We conducted an experiment with a significant sample of the workforce and used machine-learning techniques to model the decision-making process. We studied the trends introduced by the emotional status and the external stimulus that makes these personnel act or report to the supervisor. The main result of this study is the production of a model capable of predicting the bias to act in a specific context. We studied the relationship between emotions and the probability of acting or correcting the system. The main area of interest of these issues is the ability to influence in advance the personnel to make their work more efficient and productive. This would be a whole new line of research for the future.
Internacional
Si
JCR del ISI
No
Título de la revista
Big Data and Cognitive Computing
ISSN
2504-2289
Factor de impacto JCR
Información de impacto
Volumen
3
DOI
10.3390/bdcc3030049
Número de revista
3
Desde la página
49-1
Hasta la página
49-17
Mes
SIN MES
Ranking

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Participantes

Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Laboratorio de Sistemas Integrados (LSI)
  • Departamento: Ingeniería Electrónica
  • Centro o Instituto I+D+i: Centro de Investigación en Simulación Computacional