TY - GEN
T1 - Human performance model based on fuzzy rules
AU - Li, Ni
AU - Li, Xiang
AU - Yang, Kang
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2015/1/12
Y1 - 2015/1/12
N2 - Modeling human is a hard problem as human is too complicated, often relates to psychobiology, cognitive, social, culture and realistic background, but it's very necessary to do that especially in the field of military virtual training, games, human resource management, etc. Although different researchers apply different techniques to model human, but the key point is still the division of human characteristics and its interactive relationships. In this paper, a more comprehensive human model is proposed to predict people's performance, which includes human's ability, personality, motivation, emotion and pressures, and validated with fuzzy rules. Also we add some extra events to the simulation to make it more reality. Through the analysis of simulation results, we found the model can reflect people's performance in real life.
AB - Modeling human is a hard problem as human is too complicated, often relates to psychobiology, cognitive, social, culture and realistic background, but it's very necessary to do that especially in the field of military virtual training, games, human resource management, etc. Although different researchers apply different techniques to model human, but the key point is still the division of human characteristics and its interactive relationships. In this paper, a more comprehensive human model is proposed to predict people's performance, which includes human's ability, personality, motivation, emotion and pressures, and validated with fuzzy rules. Also we add some extra events to the simulation to make it more reality. Through the analysis of simulation results, we found the model can reflect people's performance in real life.
UR - https://www.scopus.com/pages/publications/84922569414
U2 - 10.1109/CGNCC.2014.7007518
DO - 10.1109/CGNCC.2014.7007518
M3 - 会议稿件
AN - SCOPUS:84922569414
T3 - 2014 IEEE Chinese Guidance, Navigation and Control Conference, CGNCC 2014
SP - 2225
EP - 2230
BT - 2014 IEEE Chinese Guidance, Navigation and Control Conference, CGNCC 2014
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 6th IEEE Chinese Guidance, Navigation and Control Conference, CGNCC 2014
Y2 - 8 August 2014 through 10 August 2014
ER -