Title :
Design of a Personalized Learning System Based on Intelligent Agent for E-learning
Author :
Li, Wen ; Li, Xin
Author_Institution :
Sch. of Educ. Technol., Shenyang Normal Univ., Shenyang, China
Abstract :
In order to meet learnerspsila personalized learning requirements in e-learning. On the basis of analyzing and comparing typical learning systems of several universities, this paper presents a personalized learning system based on intelligent agent. The system includes learning tools, managing tools, assistant teaching tools and intelligent agent assistant, which incorporates decision tree and fuzzy matching to acquire and use instruction strategies to form a personalized human-computer interaction.
Keywords :
decision trees; fuzzy reasoning; human computer interaction; intelligent tutoring systems; multi-agent systems; pattern matching; assistant teaching tool; decision tree; fuzzy matching; intelligent agent; managing tool; personalized e-learning system; personalized human-computer interaction; Collaborative work; Courseware; Education; Educational institutions; Educational technology; Electronic learning; Information technology; Intelligent agent; Learning systems; Satellite communication; E-learning; human-computer interaction; instruction strategy; intelligent agent; personalized learning system;
Conference_Titel :
Hybrid Intelligent Systems, 2009. HIS '09. Ninth International Conference on
Conference_Location :
Shenyang
Print_ISBN :
978-0-7695-3745-0
DOI :
10.1109/HIS.2009.251
