Title :
Design and Implementation of an Intelligent System for Electronic Game´s Educational Evaluation
Author :
Huang, Qian ; Wang, Wei
Author_Institution :
Educ. Sci. Inst., Nanjing Normal Univ., Nanjing, China
Abstract :
On the basis of some research work about the educational evaluation index system of electronic games,we establish an educational evaluation system for electronic games using BP neural network model.The system has self-learning and adaptive characteristics.After the BP neural network trained with the expert knowledge,it not only has the experience of experts, but also realizes the changes from the qualitative evaluation to quantitative assessment.This is an intelligent method for computer games´educational evaluation.
Keywords :
backpropagation; computer aided instruction; computer games; educational administrative data processing; expert systems; neural nets; unsupervised learning; BP neural network model; educational evaluation index; electronic game; expert knowledge; intelligent system; self learning; Artificial neural networks; Computational modeling; Computers; Games; Indexes; Neurons; Training;
Conference_Titel :
Database Technology and Applications (DBTA), 2010 2nd International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-6975-8
Electronic_ISBN :
978-1-4244-6977-2
DOI :
10.1109/DBTA.2010.5659094