A Web Mining Based Network Personalized Learning System

DOI

10.2991/icmmita-15.2015.163How to use a DOI?

Keywords

Network Learning; Personalized Service; Web Usage Mining; Web Content Mining

Abstract

In order to solve the problems of the traditional network learning system, a network personalized learning system based on web mining is presented in this paper. The web mining technology is simply introduced. The system model is given and the work process of this model is depicted in detail. For improve the intelligence or the system, the personalized information extraction method based on web usage mining and the learning resources recommendation method based on web content mining was proposed. Experiments on the real world dataset show that the system meets the student's demands of personalized learning.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Hua Pang
AU  - Jian Yu
AU  - Long Wang
PY  - 2015/11
DA  - 2015/11
TI  - A Web Mining Based Network Personalized Learning System
BT  - Proceedings of the 2015 3rd International Conference on Machinery, Materials and Information Technology Applications
PB  - Atlantis Press
SP  - 884
EP  - 889
SN  - 2352-538X
UR  - https://doi.org/10.2991/icmmita-15.2015.163
DO  - 10.2991/icmmita-15.2015.163
ID  - Pang2015/11
ER  -