CogBeacon: A Multi-Modal Dataset and Data-Collection Platform for Modeling Cognitive Fatigue

In this work, we present CogBeacon, a multi-modal dataset designed to target the effects of cognitive fatigue in human performance. The dataset consists of 76 sessions collected from 19 male and female users performing different versions of a cognitive task inspired by the principles of the Wisconsi...

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Detalhes bibliográficos
Main Authors: Michalis Papakostas, Akilesh Rajavenkatanarayanan, Fillia Makedon
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2019-06-01
Colecção:Technologies
Assuntos:
behavioral and cognitive modeling
multi-modal dataset
user modeling and monitoring
cognitive fatigue
adaptive interaction
user monitoring
cognitive assessment
EEG
machine learning
Acesso em linha:https://www.mdpi.com/2227-7080/7/2/46
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