Title :
A multi-agent intelligent tutoring system
Author :
Sun Yu ; Li Zhiping
Author_Institution :
Inst. of Comput. Sci. & Inf. Technol., Yunnan Normal Univ., Kunming, China
Abstract :
A formal model of a multi-agent intelligent tutoring system composed of an information agent, a user agent and a pedagogical agent is presented in this paper. The information agent utilizes multi-media teaching material to represent and update domain knowledge. The user agent makes use of learners´ knowledge levels, psychological characteristics and learning styles, etc., to construct and update user models. The pedagogical agent produces personalized learning units dynamically based on the information provided by user models and domain knowledge bases in order to improve the self-adaptability and pedagogical effects of the system. After given the formalisms of the above three kinds of agents, the formal definition of our system is presented, and the running process of the system is discussed in detail to show that the model is practicable.
Keywords :
intelligent tutoring systems; multi-agent systems; multimedia systems; teaching; domain knowledge; formal model; information agent; multiagent intelligent tutoring system; multimedia teaching material; pedagogical agent; personalized learning unit; user agent; Artificial intelligence; Computer science; Computer science education; Educational technology; Information technology; Intelligent agent; Intelligent systems; Internet; Psychology; Sun; formal models; intelligent tutoring systems; multi-agents; multi-media learning materials;
Conference_Titel :
Computer Science & Education, 2009. ICCSE '09. 4th International Conference on
Conference_Location :
Nanning
Print_ISBN :
978-1-4244-3520-3
Electronic_ISBN :
978-1-4244-3521-0
DOI :
10.1109/ICCSE.2009.5228267