Title :
The design and implementation of personalized learning navigation system
Author :
Qu, Hong-Ting ; Shen, Rui-Min
Author_Institution :
Distance Learning Center, Shanghai Jiaotong Univ., China
Abstract :
The paper introduces an adaptive mechanism to the Distance Learning System (DLS). The personalized learning navigation system (PLNS) provides different learning resources according to the different characters of the online studier. The basis of the system is to analyze and mine the current user´s personalized data to get his knowledge framework. According to the whole knowledge space making the complementary action to the user knowledge framework and providing the deserved learning resources to the user is the realization strategy of the system.
Keywords :
computer aided instruction; data mining; distance learning; distance learning system; knowledge space; learning resources; online studier; personalized learning navigation system; user knowledge; Association rules; Computer aided instruction; Data analysis; Data mining; Databases; Educational institutions; Libraries; Navigation; Neurons; XML;
Conference_Titel :
Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7508-4
DOI :
10.1109/ICMLC.2002.1167416