Title :
Study and Application of Agent in Personalized Tutoring System
Author :
Xiao-Bo, Zhang ; Guang-Qi, Liu
Author_Institution :
Inst. of Autom., Shandong Acad. of Sci., Jinan, China
Abstract :
The preferences of students in network learning are more disperse than that in traditional campus education. It has brought the personalized demand to teaching and tutoring system. A personalized tutoring system is important for effect of the network teaching and for knowledge science. For the existing network tutoring systems lack in the method and tactics of understanding userpsilas personalized needs in depth, a personalized tutoring system prototype based on Agent is given. By means of neural network technology, the system can discover user preferences at large, and realize aim of the personalized teaching.
Keywords :
backpropagation; computer aided instruction; neural nets; software agents; agent; backpropagation; network learning; personalized tutoring system; Automation; Computer science; Databases; Education; Educational technology; Information analysis; Machine learning; Neural networks; Prototypes; Uniform resource locators; Agent; BP NN; personalized teaching; user preferences;
Conference_Titel :
Environmental Science and Information Application Technology, 2009. ESIAT 2009. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3682-8
DOI :
10.1109/ESIAT.2009.176
