Appropriate Learning Resource Recommendation in Intelligent Web-based Educational System

被引:3
作者
Xu Daomin [1 ]
Dong Mingchui [1 ]
机构
[1] Univ Macau, Fac Sci & Technol, Taipa, Macau Sar, Peoples R China
来源
2013 FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND ENGINEERING APPLICATIONS | 2013年
关键词
e-learning; intelligent tutoring system; adaptive learning; SCORM model; object-oriented learning courseware;
D O I
10.1109/ISDEA.2013.443
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With the growth of computer and information technologies, e-learning educational systems are becoming more and more popular all over the world, it makes the scene become real that anybody could learn at anywhere in anytime. However, without the assistance of e-learning system, the leaning questions students countered cannot be solved in time. Consequently it is necessary to develop e-learning intelligent tutoring system (ITS) in order to provide learning support service for students. In this paper, an e-learning ITS is proposed to recommend feasible learning courseware for individual student. The architecture of this system and the functions of each component are introduced first, and the structure of curriculum and how to design object-oriented (OO) learning courseware based on shareable content object reference model (SCORM) are discussed later. Furthermore, a fuzzy algorithm is proposed to estimate students' cognitive ability level. Finally, the paper elaborates how to apply case-based reasoning methodology to derive adaptive learning courseware for individual student to learn in effective and efficient way.
引用
收藏
页码:169 / 173
页数:5
相关论文
共 50 条
[21]   Web-based system for learning of communication protocols [J].
Komosny, Dan .
INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2006, 6 (9B) :38-42
[22]   Trust framework for web-based learning system [J].
Lertlum, W ;
Papasratorn, B .
INTERNATIONAL CONFERENCE ON POLITICS AND INFORMATION SYSTEMS: TECHNOLOGIES AND APPLICATIONS, VOL 1: INFORMATICS AND SOCIETY, 2004, :228-230
[23]   Student Acceptance of Web-based Learning System [J].
Jong, Din ;
Wang, Tzong-Song .
2009 INTERNATIONAL SYMPOSIUM ON WEB INFORMATION SYSTEMS AND APPLICATIONS, PROCEEDINGS, 2009, :533-+
[24]   A web-based intelligent tutoring system for instruction in a control system laboratory [J].
Chen, Y ;
Naghdy, F ;
Rogers, J .
ADVANCES IN CONTROL EDUCATION 2000, 2001, :61-66
[25]   A web-based collaborative authoring system for web educational material with high reusability [J].
Yuan, F ;
Mitsuhara, H ;
Kanenishi, K ;
Yano, Y .
Proceedings of the 2005 International Conference on Active Media Technology (AMT 2005), 2005, :193-198
[26]   Modeling Personalized Learning Styles in a Web-Based Learning System [J].
Hsu, Chia-Cheng ;
Wang, Kun-Te ;
Huang, Yueh-Min .
TRANSACTIONS ON EDUTAINMENT IV, 2010, 6250 :12-21
[27]   A Web-Based Adaptive and Intelligent Tutor by Expert Systems [J].
Ghadirli, Hossein Movafegh ;
Rastgarpour, Maryam .
ADVANCES IN COMPUTING AND INFORMATION TECHNOLOGY, VOL 2, 2013, 177 :87-+
[28]   Web-based intelligent E-learning systems: Technologies and applications [J].
Barker, Philip .
ELECTRONIC LIBRARY, 2006, 24 (04) :570-571
[29]   Web-based support for resource-effective e-Learning [J].
Rentroia-Bonito, M. A. ;
Figueiredo, Frederico ;
Martins, Andre ;
Fernandes, Vitor ;
Jorge, Joaquim .
WEBIST 2006: PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON WEB INFORMATION SYSTEMS AND TECHNOLOGIES: SOCIETY, E-BUSINESS AND E-GOVERNMENT / E-LEARNING, 2006, :281-286
[30]   A Web-Based Interactive Intelligent Tutoring System for Undergraduate Engineering Dynamics [J].
Fang, Ning ;
Guo, Yongqing .
2013 IEEE FRONTIERS IN EDUCATION CONFERENCE, 2013,