Personalized learning service framework based on Semantic Web Technologies

Author

Wu, Chanle ; Wu, Jiyian ; Chen, Yibo ; Xie, Ming ; Guo, Xiaojun ; Xiong, Weichen

Author_Institution

Nat. Eng. Res. Center for Multimedia Software, Wuhan Univ., Wuhan, China

fYear

2011

fDate

27-29 June 2011

Firstpage

2396

Lastpage

2399

Abstract

Personalization is widely used in various fields to provide users with more suitable and personalized service. In this paper, a personalized learning service framework based on Semantic Web Technologies is proposed. The framework made full use of ontology to construct the semantic metadata model and user profile, mining and utilizing the friendship and membership to provide personalized learning services that include learning service and learning support service by a new ontology-based collaborative recommendation algorithm. Experiments in this paper showed that the proposed architecture is effective.

Keywords

computer aided instruction; groupware; meta data; ontologies (artificial intelligence); semantic Web; e-learning; learning support service; ontology-based collaborative recommendation algorithm; personalized learning service framework; semantic Web technology; semantic metadata model; user profile; Collaboration; Computers; Context; Electronic learning; Inference algorithms; Ontologies; Semantics; collaborative filtering; ontology; personalized learning service; semantic web technologies;

fLanguage

English

Publisher

ieee

Conference_Titel

Computer Science and Service System (CSSS), 2011 International Conference on

Conference_Location

Nanjing

Print_ISBN

978-1-4244-9762-1

Type

conf

DOI

10.1109/CSSS.2011.5974494

Filename

5974494