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

Volume

3

fYear

2009

fDate

12-14 Aug. 2009

Firstpage

187

Lastpage

190

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Hybrid Intelligent Systems, 2009. HIS '09. Ninth International Conference on

Conference_Location

Shenyang

Print_ISBN

978-0-7695-3745-0

Type

conf

DOI

10.1109/HIS.2009.251

Filename

5254562