DocumentCode
1795283
Title
Human performance model based on fuzzy rules
Author
Ni Li ; Xiang Li ; Kang Yang
Author_Institution
Sch. of Autom. Sci. & Electr. Eng., Beihang Univ., Beijing, China
fYear
2014
fDate
8-10 Aug. 2014
Firstpage
2225
Lastpage
2230
Abstract
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.
Keywords
fuzzy set theory; human factors; cognitive background; culture background; fuzzy rules; games; human characteristics; human model; human performance model; human resource management; interactive relationship; military virtual training; psychobiology; realistic background; social background; Automation; Educational institutions; Electrical engineering; Market research; Physiology; Predictive models; Simulation;
fLanguage
English
Publisher
ieee
Conference_Titel
Guidance, Navigation and Control Conference (CGNCC), 2014 IEEE Chinese
Conference_Location
Yantai
Print_ISBN
978-1-4799-4700-3
Type
conf
DOI
10.1109/CGNCC.2014.7007518
Filename
7007518
Link To Document