[HTML][HTML] Bringing nature into hospital architecture: Machine learning-based EEG analysis of the biophilia effect in virtual reality

D Jung, DI Kim, N Kim - Journal of Environmental Psychology, 2023 - Elsevier
In recent years, there has been a growing interest in investigating the influence of biophilic
design on occupants' psychological comfort and well-being in the built environment …

Self-supervised group meiosis contrastive learning for eeg-based emotion recognition

H Kan, J Yu, J Huang, Z Liu, H Wang, H Zhou - Applied Intelligence, 2023 - Springer
The progress of EEG-based emotion recognition has received widespread attention from the
fields of human-machine interaction and cognitive science. However, recognizing emotions …

Virtual reality stimulation and organizational neuroscience for the assessment of empathy

E Parra Vargas, A García Delgado, SC Torres… - Frontiers in …, 2022 - frontiersin.org
This study aimed to evaluate the viability of a new procedure based on machine learning
(ML), virtual reality (VR), and implicit measures to discriminate empathy. Specifically, eye …

EEG-based identification of emotional neural state evoked by virtual environment interaction

D Jung, J Choi, J Kim, S Cho, S Han - International journal of …, 2022 - mdpi.com
Classifying emotional states is critical for brain–computer interfaces and psychology-related
domains. In previous studies, researchers have tried to identify emotions using neural data …

Exploring empathic engagement in immersive media: An EEG study on mu rhythm suppression in VR

JH Lee, SE Lee, YS Kwon - Plos one, 2024 - journals.plos.org
This study investigates the influence of immersive media, particularly Virtual Reality (VR), on
empathic responses, in comparison to traditional television (TV), using …

Prediction of human empathy based on EEG cortical asymmetry

A Kuijt, M Alimardani - 2020 IEEE International Conference on …, 2020 - ieeexplore.ieee.org
Humans constantly interact with digital devices that disregard their feelings. However, the
synergy between human and technology can be strengthened if the technology is able to …

Virtual reality and augmented reality based affective computing applications in healthcare, challenges, and its future direction

S Dawn - Affective Computing in Healthcare: Applications based …, 2023 - iopscience.iop.org
This chapter presents current research in the field of AC with AR and VR in the healthcare
and medical fields. There are many uses of AR and VR in healthcare, not just in medical …

[PDF][PDF] Exploring EEG-Annotated Affective Animations in Virtual Reality: Suggestions for Improvement.

C Krogmeier, C Mousas - ICAT-EGVE, 2022 - diglib.eg.org
In this work, we recorded brain activity data from participants who viewed 12 affective
character animations in virtual reality. Frontal alpha asymmetry (FAA) scores were …

Try Walking in My Paws: Is it Possible to Increase Empathy, Immersion, and Perceived Pain in Virtual Reality Environments by Manipulating Animal Character …

A Sierra Rativa, M Postma… - Available at SSRN …, 2022 - papers.ssrn.com
Empathy towards a virtual character is an important component of simulations developed to
stimulate user immersion and the understanding of a third-party perspective. Past research …

Prediction of Empathy Induced by Synthesized Speech using Hilbert Marginal Spectrum Analysis

Z Wang, Z Qing, Z Zheng, Z Xiong… - 2023 7th International …, 2023 - ieeexplore.ieee.org
Empathy plays a pivotal role in human emotion regulation and prosocial behaviors.
However, research on the neurophysiological basis of empathy is still in its early stages. The …