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Intelligent Adaptive Presentation and E-testing System based on User Modeling and Course Sequencing in Virtual Classroom
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 50 - Number 9 |
| Year of Publication: 2012 |
| Authors: Nidal A.m Jabari, Mohammad Hariadi, Mauridhi Hery Purnomo |
10.5120/7800-0921
|
Nidal A.m Jabari, Mohammad Hariadi, Mauridhi Hery Purnomo . Intelligent Adaptive Presentation and E-testing System based on User Modeling and Course Sequencing in Virtual Classroom. International Journal of Computer Applications. 50, 9 ( July 2012), 23-31. DOI=10.5120/7800-0921
Abstract
This paper introduces a solution for the problem of dealing with the student personalization in e-learning and virtual classrooms. Dual problem relating to LOs presentation in the best appropriate way to the student and conduct the tests in a way that allows him to answer according to his cognitive style and giving him more trials to answer . IMS SS describes the organization of LOs in hierarchical manner, as a tree allows to deliver LOs in sequence and more verifiable . Petri Net offers the ability of using conditions within the learning process and then respond to the result of the condition. learning environment is divided into three layers. DM, AM and RM. Through the relationship and interaction between these three layers we can control the sequence and organization of the learning process . Student model is the core of adaptive learning since it determines the behavior of the system adaptive process . It has been studied the most important student characteristics required in the adaptive process mainly the different patterns of cognitive styles . This paper discussed the design of the adaptive learning process basing on these concepts. We got integrated design provides learning activities either LOs or tests in sequence and adaptive to the student cognitive style . This system evaluates the knowledge of the student beside his new cognitive style which should be used in the next concept presentation . The paper discusses also the full environment of this system through the design of models required to achieve the objective as well as services, infrastructure, and some additional services that can get benefit from the system such as adaptive chat room .
References
- Sasakura , Yamasaki , "A framework for adaptive e-learning systems in higher learning with information visualization ", IEEE ,2007 .
- Warwick bailey , " IMS simple sequencing " , JISC , 2008
- Blackmon W . , Rehak D . "customized Learning :A web services approach ,proceeding of EDMEDIA , 2003.
- Rachid Hamadi Boualem Benatallah , "Petri Net-based Model for Web Service Composition " ,School of Computer Science and Engineering ,The University of New South Wales ,2003 .
- Juinghau Zhang , " Dynamic Generation of the Adaptive Courseware Based on Learning Technology Standards" , the fifth international conference on computer science and learning ,2010 , p 741-745 .
- Madjarov , Betari , " Adaptive learning sequencing for course customization :A web service Approach " , IEEE , 2008 , p 530 – 535 .
- Liu , Tang , Ma ," A rule–based Approach for student modeling " , IEEE , 2008 , p 526-530 .
- Zhiping , Sun Yu , "Agenet-based knowledge management in intelligent tutoring system " , the fifth international conference on computer science and learning , 2010 , p 578 – 582 .
- J. L. Edwards , "Cognitive Style Assessment and Adaptation to User Style in the LOCATE Workspace Layout Design Tool " , : Artificial Intelligence Management and Development Corporation (AIMDC) , AC279 , 2006 .
- Riding, R. J. "Personal Style Awareness and Personal Development". Birmingham:Learning and Training Technology,(1994).
- Jabari , Hariadi , " adaptive web – based virtual classroom based on student modeling " , ITS , 2010 .
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