Title :
Video Games´ Educational Evaluation Model Based on BP Neural Network
Author :
Wang, Wei ; Maruatona, Omaru O. ; Huang Qian
Author_Institution :
Educ. Sci. Inst., Nanjing Normal Univ., Nanjing, China
Abstract :
Evaluating the education value of video games is a complex task. Based on the educational evaluation system for video games, we establish a corresponding automated evaluation model using the Back-propagation (BP) neural network technology. After training with the expert knowledge, the model not only has the experience of experts, but also has the computational capacity to evaluate new cases.
Keywords :
backpropagation; computer games; educational administrative data processing; neural nets; BP neural network; automated evaluation model; back-propagation; education value; educational evaluation system; expert knowledge; video game; Biological neural networks; Educational institutions; Games; Indexes; Mathematical model; Training; BP Neural networks; Educational Evaluation; Video Games;
Conference_Titel :
Complexity and Data Mining (IWCDM), 2011 First International Workshop on
Conference_Location :
Nanjing, Jiangsu
Print_ISBN :
978-1-4577-2007-9
DOI :
10.1109/IWCDM.2011.44
