A Web Mining Based Network Personalized Learning System
- https://doi.org/10.2991/icmmita-15.2015.163How to use a DOI?
- Network Learning; Personalized Service; Web Usage Mining; Web Content Mining
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.
- © 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/).
Cite this article
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 - https://doi.org/10.2991/icmmita-15.2015.163 ID - Pang2015/11 ER -