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A fuzzyneuroCBR

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Title: A fuzzyneuroCBR

1
A fuzzy-neuro-CBR

Adaptive Hypermedia Learning System

2
Objective

To develop a fuzzy-neuro-CBR adaptive hypermedia
learning system which consists of
A hybrid fuzzy-neuro student model which
personalizes learning materials according to the
students knowledge states (knowledge states for
each concept can be tracked by SCORM)
Lattice and concept-lattice-based domain models
A CBR advisory system

3
Funding

IRPA
Obtained in 2002
Amount RM80, 345.00
Status of development
Student and domain models completed
CBR advisory system in progress

4
Publications

C. S. Lee and Y. P. Singh, "Student modeling
using principal component analysis of SOM
clusters," International conference on Advanced
Learning Technologies (ICALT 2004), IEEE Computer
Society Press, Joensuu, Finland, August
30-September 1, 2004.
C. S. Lee, Y. P. Singh and C. L. Ngo, "Student
modeling using SOM for adaptive hypermedia
learning", International Conference on Multimedia
and Information and Communication Technologies,
Badajoz, Spain, 3-6 December 2003.

5
Publications

C. S. Lee, Y. P. Singh and C. L. Ngo, "A
connectionist-based adaptive learning system",
International Conference on Artificial
Intelligence in Engineering and Technology
(ICAIET-2002), Universiti Malaysia Sabah, Kota
Kinabalu, Malaysia, 17-18 June 2002, pp. 672-678.
C.S. Lee and Y. P. Singh, "A case-based agent
framework for adaptive learning", IEEE
International Conference on Advanced Learning
Technologies, T. Okamoto, R. Hartley, Kinshuk and
J. P. Klus (eds.), IEEE Computer Society Press,
Madison, Wisconsin, USA, 6-8 August 2001, pp.
235-238

6
Publications

C. S. Lee and Y. P. Singh, "Interaction design A
systemic review", International Conference on
Internet and Multimedia Systems and Applications,
B. Furht (ed.), IASTED, Las Vegas, Nevada, USA,
19-23 November 2000, pp. 361-367
C. S. Lee and Y. P. Singh, Formal approaches for
compositing of concepts in hypermedia navigation
and information retrieval, Journal of Interactive
Learning Research. AACE (submitted)

7
Publications

C. S. Lee and Y. P. Singh, Personalised Learning
With Multi-Level Principal Component Analysis-
Self-Organising Map Clustering, User-Modelling
and User-Adapted Interaction, Kluwer (submitted)
C. S. Lee and Y. P. Singh, SOM-based hybrid
clustering techniques, International Journal of
Intelligent Systems, Freund and Pettman
(submitted)

8
Publications

C. S. Lee and Y. P. Singh, Hybrid clustering
techniques for student knowledge state modelling,
Applied Artificial Intelligence, Taylor and
Francis (submitted)
C. S. Lee and Y. P. Singh, A lattice-based
connectionist system for adaptive hypermedia
learning, International Journal of Artificial
Intelligence in Education (under revision after
review).

9
Direct beneficiaries

Potential beneficiaries are
companies in the education business,
the Ministry of Education (the smart school
project),
universities

10
Complementary systems

Personalized authoring tool
Instructional design modeling environment
Customizable templates for convenient web page
development
Funding MGS
Obtained September 2003
Status of development First prototype ready for
testing end of July 2004

11
Publications

C. S. Lee and C. K. Ho, "Patterns in automating
instructional design", International Workshop of
Authoring of Adaptive and Adaptable Educational
Hypermedia, Eindhoven, Netherlands, Lecture Notes
in Computer Science, 23 August, 2004
C. S. Lee, "Reuse in modeling instructional
design", Ed-Media 2004, AACE, Lugano,
Switzerland, June 21-26, 2004
C. S. Lee, "The Use of 3-d models in Authoring
Tools to Enhance the Cognitive Instructional
Design Process," International Conference on
Multimedia and Information and Communication
Technologies, Badajoz, Spain, 3-6 December 2003

12
Publications

N.Ab. Maleh, C. S. Lee and C. K. Ho, "A Framework
and Requirements for Designing Authoring tools,"
MKBE/AT/001, MGS Research Laboratory, Multimedia
University
P. K. Ng, C. S. Lee and C. K. Ho, Customizable
templates for the OntoID personalized authoring
tool, MKBE/AT/001, MGS Research Laboratory,
Multimedia University.

13
Complementary systems

Agent-assisted collaborative concept map
Integrated environment which enables
concept-mapping and chat within the same
workspace
Funding IRPA
Status of development Completed by October 2004

14
Publications

C. L. Kuan, C. S. Lee and C. K. Ho, "Merlin
Collaborative Concept Map A Case study",
International Conference on Multimedia and
Information and Communication Technologies,
Badajoz, Spain, 3-6 December 2003
C. L. Kuan, C. S. Lee and C. K. Ho,
"Agent-assisted collaborative concept map", IEEE
International Conference on Advanced Learning
Technologies, IEEE Computer Society Press,
Athens, Greece, 9-11 July, 2003

15
Publications

C. S. Lee, "Shared cognitive space An enabling
tool for conceptual frameworks", International
Conference on Computers in Education, IEEE
Computer Society Press, Auckland, New Zealand,
3-6 December, 2002, pp. 813-817

16
Complementary systems

On-line educational community system
Centralized log-in
Personalized presentation of relevant information
only
Calendar
Chat/conference rooms
Assignments storage throughout duration of study
Viewable grades throughout duration of study
Status of development Completed in 2001

17
Publications

A. Easiah, W. L. Hau, S. Ruthiran, C. S. Lee, "
Online educational community system",
International Conference on Computers in
Education/SchoolNet2001, Chul-Hwan Lee et. al
(eds), Inchon National University of Education,
Seoul, Korea, 12-15 November, 2001, pp. 1758-1759

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