Constructing an emotion estimation model based on EEG/HRV indexes using feature extraction and feature selection algorithms

K Suzuki, T Laohakangvalvit, R Matsubara, M Sugaya - Sensors, 2021 - mdpi.com
In human emotion estimation using an electroencephalogram (EEG) and heart rate
variability (HRV), there are two main issues as far as we know. The first is that measurement …

Understanding and detecting divided attention in mobile MOOC learning

X Xiao, J Wang - Proceedings of the 2017 CHI conference on human …, 2017 - dl.acm.org
The emergence of mobile apps for Massive Open Online Courses (MOOCs) allows learners
to access quality learning materials at low cost and" to control where, what, how and with …

Estimation of mental distress from photoplethysmography

R Zangróniz, A Martínez-Rodrigo, MT López… - Applied Sciences, 2018 - mdpi.com
This paper introduces the design of a new wearable photoplethysmography (PPG) sensor
and its assessment for mental distress estimation. In our design, a PPG sensor obtains blood …

Effect of GABA-fortified oolong tea on reducing stress in a university student cohort

T Hinton, HF Jelinek, V Viengkhou, GA Johnston… - Frontiers in …, 2019 - frontiersin.org
GABA-containing tea has gained popularity as an accessible intervention to reduce the
impact of chronic stress-induced autonomic imbalance and increased risk for cardiovascular …

Cognitive impact and psychophysiological effects of stress using a biomonitoring platform

S Rodrigues, JS Paiva, D Dias, M Aleixo… - International journal of …, 2018 - mdpi.com
Stress can impact multiple psychological and physiological human domains. In order to
better understand the effect of stress on cognitive performance, and whether this effect is …

[HTML][HTML] Wearable biomonitoring platform for the assessment of stress and its impact on cognitive performance of firefighters: an experimental study

S Rodrigues, JS Paiva, D Dias, G Pimentel… - Clinical practice and …, 2018 - ncbi.nlm.nih.gov
Background: Stress is a complex process with an impact on health and performance. The
use of wearable sensor-based monitoring systems offers interesting opportunities for …

Human-Centered Design and Evaluation of a NeuroIS Tool for Flow Support

MTP Adam, L Bonenberger, H Gimpel… - Journal of the …, 2024 - aisel.aisnet.org
Flow is a mental state in which a person is fully immersed and actively involved in a task,
even during extrinsically motivated activities at work. IT-mediated interruptions can disrupt …

Reliability of lagged poincaré plot parameters in ultrashort heart rate variability series: Application on affective sounds

M Nardelli, A Greco, J Bolea, G Valenza… - IEEE journal of …, 2017 - ieeexplore.ieee.org
The number of studies about ultrashort cardiovascular time series is increasing because of
the demand for mobile applications in telemedicine and e-health monitoring. However, the …

Emotion arousal assessment based on multimodal physiological signals for game users

R Li, J Ding, H Ning - IEEE Transactions on Affective …, 2023 - ieeexplore.ieee.org
Emotional arousal, an essential dimension of game users' experience, plays a crucial role in
determining whether a game is successful. Game users' emotion arousal assessment …

Regulating ruminative web browsing based on the counterbalance modeling approach

J Morita, T Pitakchokchai, GB Raj… - Frontiers in Artificial …, 2022 - frontiersin.org
Even though the web environment facilitates our daily life, emotional problems caused by its
incompatibility with human cognition are becoming increasingly serious. To alleviate …