[HTML][HTML] A novel deep learning technique for detecting emotional impact in online education
Emotional intelligence is the automatic detection of human emotions using various
intelligent methods. Several studies have been conducted on emotional intelligence, and …
intelligent methods. Several studies have been conducted on emotional intelligence, and …
EEG emotion classification network based on attention fusion of multi-channel band features
X Zhu, W Rong, L Zhao, Z He, Q Yang, J Sun, G Liu - Sensors, 2022 - mdpi.com
Understanding learners' emotions can help optimize instruction sand further conduct
effective learning interventions. Most existing studies on student emotion recognition are …
effective learning interventions. Most existing studies on student emotion recognition are …
A real-time learning analytics dashboard for automatic detection of online learners' affective states
Students' affective states describe their engagement, concentration, attitude, motivation,
happiness, sadness, frustration, off-task behavior, and confusion level in learning. In online …
happiness, sadness, frustration, off-task behavior, and confusion level in learning. In online …
An optimized cnn model for engagement recognition in an e-learning environment
Y Hu, Z Jiang, K Zhu - Applied Sciences, 2022 - mdpi.com
In the wake of the restrictions imposed on social interactions due to the COVID-19
pandemic, traditional classroom education was replaced by distance education in many …
pandemic, traditional classroom education was replaced by distance education in many …
Visual Data and Pattern Analysis for Smart Education: A Robust DRL-Based Early Warning System for Student Performance Prediction
W Bagunaid, N Chilamkurti, AS Shahraki… - Future Internet, 2024 - mdpi.com
Artificial Intelligence (AI) and Deep Reinforcement Learning (DRL) have revolutionised e-
learning by creating personalised, adaptive, and secure environments. However, challenges …
learning by creating personalised, adaptive, and secure environments. However, challenges …
Investigating the Emotion Patterns of Students' Abnormal Interactions in Primary Class Teaching Contexts
S Han, D Yusupbag, X Yao, Z Han - Sustainability, 2023 - mdpi.com
Students' abnormal interactions pertain to the types of interactive behaviors that deviate from
the prescribed learning contents and contravene the established learning objectives during …
the prescribed learning contents and contravene the established learning objectives during …
Suspicious Activity Detection in Recorded and Live Surveillance
GR Chandra, AL Mannem, C Battula… - TENCON 2023-2023 …, 2023 - ieeexplore.ieee.org
Video surveillance is a tiresome task to perform by a human. Anomaly events are factored by
body gestures and head movements of a person. Body gestures of a crowd or a person are …
body gestures and head movements of a person. Body gestures of a crowd or a person are …
Suspicious Activity Detection Based on Head Movement
GR Chandra, AL Mannem, C Battula… - 2023 International …, 2023 - ieeexplore.ieee.org
Detecting suspicious activity based on a person's head movement, makes the task of
monitoring more efficient and automated. In this project, we aim to detect such suspicious …
monitoring more efficient and automated. In this project, we aim to detect such suspicious …