Title :
Studying on emotion recognition model based on BP network in E-Learning
Author :
Jiao, Chengbin ; Wang, Wansen
Author_Institution :
Dept. of Inf. Eng., Capital Normal Univ., Beijing, China
Abstract :
This paper presents a new method of the Emotion Recognition Model using the BP Neural Network, in order that E-Learning system simulates the real teaching situation better. As result of the experiment, the model shows a high rate of recognition and better real-time performance.
Keywords :
backpropagation; computer aided instruction; emotion recognition; neural nets; BP neural network; backpropagation; e-learning system; emotion recognition; Artificial neural networks; Convergence; Electronic learning; Emotion recognition; Mathematical model; Training; Transfer functions; BP Neural Network; E-Learning; Emotional Cognition; Emotional Model;
Conference_Titel :
Software Engineering and Service Sciences (ICSESS), 2010 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6054-0
DOI :
10.1109/ICSESS.2010.5552285
