TY - JOUR
T1 - Construction method for aviation intelligent computer based training system
AU - Du, He Min
AU - Yu, Sui Huai
AU - Chu, Jian Jie
AU - Wang, Wei Wei
PY - 2011/1
Y1 - 2011/1
N2 - In order to realize digital and intelligent aircraft maintenance training, a kind of Intelligent Computer based Training (ICBT) system for aircraft maintenance was proposed. In this system, user-centered design for human-computer interaction and cognitive psychological factors were considered, importantly, an intelligent decision-making model based on the information entropy theory was constructed. In this model, the results of training participants were used as basis of intelligent decision-making, through extracting the meta-information which caused training failure, the relevant knowledge chain could be searched out. Then by calculating the entropy value, the meta-information which caused training failure was sorted. Combined with cognitive theory, relevant meta-information was structured secondly so as to constitute new practical training base. Based on this theory, the aircraft maintenance training system prototype was established, the feasibility of information entropy based on ICBT was verified.
AB - In order to realize digital and intelligent aircraft maintenance training, a kind of Intelligent Computer based Training (ICBT) system for aircraft maintenance was proposed. In this system, user-centered design for human-computer interaction and cognitive psychological factors were considered, importantly, an intelligent decision-making model based on the information entropy theory was constructed. In this model, the results of training participants were used as basis of intelligent decision-making, through extracting the meta-information which caused training failure, the relevant knowledge chain could be searched out. Then by calculating the entropy value, the meta-information which caused training failure was sorted. Combined with cognitive theory, relevant meta-information was structured secondly so as to constitute new practical training base. Based on this theory, the aircraft maintenance training system prototype was established, the feasibility of information entropy based on ICBT was verified.
KW - Aircraft maintenance
KW - Cognitive psychology
KW - Computer based training
KW - Human-computer interaction
KW - Information entropy
KW - Intelligence
UR - http://www.scopus.com/inward/record.url?scp=79953116369&partnerID=8YFLogxK
M3 - 文章
AN - SCOPUS:79953116369
SN - 1006-5911
VL - 17
SP - 69
EP - 76
JO - Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS
JF - Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS
IS - 1
ER -