Title :
Evaluation Model of Learning Effect Based on Adaptive Wavelet Neural Network
Author :
Liu, Jing ; Han, Jun ; Zhao, Hui
Author_Institution :
Dept. of Educ. Technol., Capital Normal Univ., Beijing, China
Abstract :
With the rapid development of computer technology and the wide application of Internet, Web-based learning is now becoming an important learning form. The rapid development of web-based learning brings researchers and educators many problems. The students´ learning processes, their achievements and the learning evaluation will be important, and then these could effectively promote the development of students. This paper brings through a new evaluation model of web-based learning effect, which is based on adaptive wavelet neural network. It could link the evaluation with learning effect so as to realize the goal of promoting learning through evaluation. The obtained results indicate that this model is suitable to estimate web-based learning effect and the higher accuracy rate of evaluation is obtained.
Keywords :
Web services; computer aided instruction; neural nets; Internet; Web based learning; adaptive wavelet neural network; learning effect evaluation model; Adaptive systems; Computational modeling; Computer networks; Education; Educational technology; Electronic mail; Feedback; Inspection; Monitoring; Neural networks; adaptive wavelet neural network; evaluation; learning effect; learning processes; model;
Conference_Titel :
Natural Computation, 2009. ICNC '09. Fifth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3736-8
DOI :
10.1109/ICNC.2009.718