Emotion assessment and application in human–computer interaction interface based on backpropagation neural network and artificial bee colony algorithm

JB Liu, MC Ang, JK Chaw, AL Kor, KW Ng - Expert Systems with …, 2023 - Elsevier
Emotion assessment is a challenging task in the human–computer interaction interface.
Previous studies have examined the relationship between emotion and color, but they fail to …

Emotion recognition framework using multiple modalities for an effective human–computer interaction

A Moin, F Aadil, Z Ali, D Kang - The Journal of Supercomputing, 2023 - Springer
Human emotions are subjective reactions to objects or events that are related to diverse
physiological, behavioral and intellectual changes. The research community is gaining more …

Construction and analysis of emotion recognition and psychotherapy system of college students under convolutional neural network and interactive technology

M Chen, X Liang, Y Xu - Computational Intelligence and …, 2022 - Wiley Online Library
This study's aim is to effectively establish a psychological intervention and treatment system
for college students and discover and correct their psychological problems encountered in a …

Development of emotion recognition interface using complex EEG/ECG bio-signal for interactive contents

D Shin, D Shin, D Shin - Multimedia Tools and Applications, 2017 - Springer
With the changes in the interface paradigm, a user may not be satisfied using only a
behavior-based interface such as a mouse and keyboard. In this paper, we propose a real …

A hierarchical positive and negative emotion understanding system based on integrated analysis of visual and brain signals

Q Zhang, M Lee - Neurocomputing, 2010 - Elsevier
This paper proposes a novel emotion understanding system based on human brain activity,
facial expression, and “GIST” to categorize emotions reflected by natural scenes, and to …

Hybrid affective computing—keyboard, mouse and touch screen: from review to experiment

K Bakhtiyari, M Taghavi, H Husain - Neural Computing and Applications, 2015 - Springer
Emotions play an important role in human interactions. They can be integrated into the
computer system to make human–computer interaction (HCI) more effective. Affective …

EEG-based approach for recognizing human social emotion perception

L Zhu, C Su, J Zhang, G Cui, A Cichocki… - Advanced Engineering …, 2020 - Elsevier
Social emotion perception plays an important role in our daily social interactions and is
involved in the treatments for mental disorders. Hyper-scanning technique enables to …

Cognitive psychology-based artificial intelligence review

J Zhao, M Wu, L Zhou, X Wang, J Jia - Frontiers in Neuroscience, 2022 - frontiersin.org
Most of the current development of artificial intelligence is based on brain cognition,
however, this replication of biology cannot simulate the subjective emotional and mental …

A novel user emotional interaction design model using long and short-term memory networks and deep learning

X Chen, R Huang, X Li, L Xiao, M Zhou… - Frontiers in …, 2021 - frontiersin.org
Emotional design is an important development trend of interaction design. Emotional design
in products plays a key role in enhancing user experience and inducing user emotional …

User Interaction Interface Design and Innovation Based on Artificial Intelligence Technology

X Li, H Zheng, J Chen, Y Zong… - Journal of Theory and …, 2024 - centuryscipub.com
At a time when artificial intelligence is widely used in all walks of life, the way users interact
with the digital world also needs to incorporate intelligent elements to reduce the cost of …