Title :
The Research of Emotional Cognition Model which Based On Bayesian Network within Intelligent Tutoring System
Author :
Jiang Liu ; Wansen Wang
Author_Institution :
Inf. Eng. Coll., Capital Normal Univ., Beijing, China
Abstract :
Against the defects of the traditional intelligent network tutoring system in the emotion of teaching, the paper presents a new intelligent tutoring system structure which based on emotional cognition model, and solved the uncertainty reasoning problems within the process of emotional teaching effectively through the inference engine which based on Bayesian network. The simulation results show that the model can be used to apply to the personalized intelligent network teaching system very well which based on the interactive of emotion and cognition.
Keywords :
belief networks; cognition; intelligent tutoring systems; teaching; uncertainty handling; Bayesian network; emotional cognition model; intelligent network tutoring system; simulation result; uncertainty reasoning problem; Bayesian methods; Cognition; Competitive intelligence; Computational intelligence; Education; Employee welfare; Intelligent networks; Intelligent structures; Intelligent systems; Uncertainty; Bayesian network; educational psychology; emotional cognition; intelligent tutoring system; learning emotion; uncertainty reasoning;
Conference_Titel :
Computational Intelligence and Natural Computing, 2009. CINC '09. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3645-3
DOI :
10.1109/CINC.2009.84
