Research on Personalized Recommendation System in E-Learning Based onSemantic Web

DOI

10.2991/icmt-13.2013.128How to use a DOI?

Keywords

personalized recommendation-semantic web-Ontology-E-Learning

Abstract

The semantic web is the future of web, which gives the network information with well-structured semantic meaning. Aiming at the need for characteristic learning, this paper analyzes the development of the personalized recommendation system, puts forward a personalized recommendation system in the E-Learning based on the semantic web, and analyzes the link between them. The proposed system adopts the principle and technology of the semantic web, discusses the construction and storage of the domain ontology, values the semantic modeling of the learner and the learning resources as the basis, combines the learner’s model with the domain knowledge ontology of the learning resources for matching, and realizes the personalized recommendation through the semantic recommendation algorithm. Finally the paper design and realizes the prototype of this system.

Copyright

© 2013, 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  - Gu Yun-Feng
PY  - 2013/11
DA  - 2013/11
TI  - Research on Personalized Recommendation System in E-Learning Based onSemantic Web
BT  - Proceedings of 3rd International Conference on Multimedia Technology(ICMT-13)
PB  - Atlantis Press
SP  - 1039
EP  - 1046
SN  - 1951-6851
UR  - https://doi.org/10.2991/icmt-13.2013.128
DO  - 10.2991/icmt-13.2013.128
ID  - Yun-Feng2013/11
ER  -