A cognitive approach of Web-based learning support systems

For a Web-based open and dynamic learning environment, personalized support for learners becomes more important. In order to achieve optimal efficiency in a learning process, individual learner's cognitive learning style should be taken into account. Due to different types of learners using these systems, it is necessary to provide them with an individualized learning support system. A framework of cognitive based adaptive Web-based learning support system (WLSS) is presented by focusing on learner's cognitive learning process and activities, as well as the technology support needed. Based on the learner-centered mode and cognitive learning theory, we demonstrate an online course design and development that supports the students with the learning flexibility and the adaptability. The proposed framework utilizes knowledge structure map for representing a dynamic cognitive learning process to support students' deep learning, efficient tutoring and collaboration in Web-based learning environment.

[1]  J. Novak,et al.  Educational Psychology: A Cognitive View , 1969 .

[2]  Yingxu Wang,et al.  A layered reference model of the brain , 2003, The Second IEEE International Conference on Cognitive Informatics, 2003. Proceedings..

[3]  Vincent P. Wade,et al.  Evaluating the design and delivery of WWW based educational environments and courseware , 1998, ITiCSE '98.

[4]  Dionisis X. Adamopoulos,et al.  Modelling a multimedia communication system for education and training , 1998, Comput. Commun..

[5]  Robert M. Gagné,et al.  Essentials of Learning for Instruction , 1988 .

[6]  Denise M. Woit,et al.  Integrating technology into computer science examinations , 1998, SIGCSE '98.

[7]  Denise M. Woit,et al.  Providing mark-up and feedback to students with online marking , 1999, SIGCSE '99.

[8]  Erik Duval,et al.  Concepts and documents for adaptive educational hypermedia: a model and a prototype , 1998 .

[9]  Peter Brusilovsky,et al.  KnowledgeTree: a distributed architecture for adaptive e-learning , 2004, WWW Alt. '04.

[10]  Yingxu Wang.  On Cognitive Informatics , 2003 .

[11]  R. Tennyson,et al.  Pretask and On-Task Adaptive Design Strategies for Selecting Number of Instances in Concept Acquisition. , 1977 .

[12]  Paul De Bra.  Teaching through adaptive hypertext on the WWW , 1997 .

[13]  Yiyu Yao,et al.  Web-based information retrieval support systems: building research tools for scientists in the new information age , 2003, Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003).

[14]  J. Novak.  The Theory Underlying Concept Maps and How To Construct Them , 2004 .

[15]  Peter Brusilovsky,et al.  Methods and techniques of adaptive hypermedia , 1996, User Modeling and User-Adapted Interaction.