Title :
A Proposal of New E-Learning System Design Focusing on Emotional Aspects Using Biological Signals
Author :
Charoenpit, Saromporn ; Ohkura, Michiko
Author_Institution :
Grad. Sch. of Eng., Shibaura Inst. of Technol., Tokyo, Japan
Abstract :
New technologies can make a big difference in education. E-learning, which is the computer and network-enabled transfer of skills and knowledge, is one example of a new technology. We propose a new e-learning system that focuses on affective affective aspects and integrates biological sensors to measure, detect, and analyze user emotions, which are one of the most controversial topics in psychology and play a vital role in many human activities. Recent research on emotional responses to online learning has focused on the importance of learner feelings in relation to learning communities. We designed our system to complement the effectiveness of e-learning.
Keywords :
computer aided instruction; electrocardiography; electroencephalography; emotion recognition; eye; medical signal processing; object tracking; psychology; ECG; EEG; affective aspects; biological sensors; biological signals; e-learning system design; education; electrocardiography; electroencephalography; emotional aspects; eye tracking; human activity; knowledge transfer; learner feelings; learning community; online learning; psychology; skills transfer; user emotion analysis; user emotion detection; user emotion measurement; Biology; Biosensors; Electrocardiography; Electroencephalography; Electronic learning; Least squares approximations; Affective aspects; Biological sensors; E-Learning; Emotions;
Conference_Titel :
Biometrics and Kansei Engineering (ICBAKE), 2013 International Conference on
Conference_Location :
Tokyo
DOI :
10.1109/ICBAKE.2013.35