Title :
A Ubiquitous Education Support Method based on Analysis of Learning Patterns Using Rule-Based Reasoning
Author :
Sun, Shengguo ; Kansen, Mizuo ; Han, Qiu ; Huang, Tongjun ; He, Aiguo ; Cheng, Zixue
Author_Institution :
The Sch. of Comput. Sci. & Eng., The Univ. of Aizu, Aizu-Wakamatsu
Abstract :
Many support methods based on learner´s learning behaviors and psychological states have been proposed with the progress on Web-based learning. However, the learning in real world is the most important part in one´s learning. Researches on learning support methods in real world become possible and necessary with the progress on the ubiquitous techniques. In this paper, we propose a hierarchy of zones, by which the position information and learning actions of learners can be correctly caught, and the services can be easily provided to learners. And a method to analyze learners´ learning patterns from learning histories based on learning orders and reactions in hierarchical zones, and provide supports to learners by using rule-based reasoning (RBR) in order to increase learning efficiency and help learner to bring up good learning (life) rhythms
Keywords :
computer aided instruction; inference mechanisms; knowledge based systems; ubiquitous computing; RBR; Web-based learning; learning pattern analysis; position information; rule-based reasoning; ubiquitous education support method; Computer aided instruction; Computer science education; Educational institutions; Helium; History; Internet; Pattern analysis; Psychology; Rhythm; Sun;
Conference_Titel :
Advanced Information Networking and Applications, 2006. AINA 2006. 20th International Conference on
Conference_Location :
Vienna
Print_ISBN :
0-7695-2466-4
DOI :
10.1109/AINA.2006.62