A model for an intelligent distance learning system: a preliminary study
This paper will focus on the use of artificial intelligence techniques in distance education where the current state of the learner is hypothesized in a knowledge base and instruction is individualized for the learner based on the knowledge learned about the learner. The proposed model consists of s...
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my.utm.33212012-05-14T08:09:01Z http://eprints.utm.my/id/eprint/3321/ A model for an intelligent distance learning system: a preliminary study Salim, Naomie Mohd. Radzi, Nor Haizan Yusof, Norazah Jusoh, Normal QA75 Electronic computers. Computer science This paper will focus on the use of artificial intelligence techniques in distance education where the current state of the learner is hypothesized in a knowledge base and instruction is individualized for the learner based on the knowledge learned about the learner. The proposed model consists of several major activities: 1) the development of the student model where different classes of learning styles, capabilities and characters will be identified and transformed into a knowledge base representing different student model; 2) development of the motivational model where different motivational elements that can be used in a distance learning system will be identified and techniques of incorporating the elements into a module to be used by the tutor module will be configured; 3) development of the tutor model where the main inference engine of the system that includes techniques to hypothesize a student and then select a strategy for teaching, assessing, and motivating him throughout the learning process will be built; 4) design of the domain expert model consisting of a set of teaching operations and questions for a chosen subject matter; and 5) development of an intelligent distance learning system prototype based on the models designed. 1999-09 Conference or Workshop Item NonPeerReviewed Salim, Naomie and Mohd. Radzi, Nor Haizan and Yusof, Norazah and Jusoh, Normal (1999) A model for an intelligent distance learning system: a preliminary study. In: Conference on Information Technology in Asia, Sept. 1999, Kuching, Sarawak. |
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QA75 Electronic computers. Computer science Salim, Naomie Mohd. Radzi, Nor Haizan Yusof, Norazah Jusoh, Normal A model for an intelligent distance learning system: a preliminary study |
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This paper will focus on the use of artificial intelligence techniques in distance education where the current state of the learner is hypothesized in a knowledge base and instruction is individualized for the learner based on the knowledge learned about the learner. The proposed model consists of several major activities: 1) the development of the student model where different classes of learning styles, capabilities and characters will be identified and transformed into a knowledge base representing different student model; 2) development of the motivational model where different motivational elements that can be used in a distance learning system will be identified and techniques of incorporating the elements into a module to be used by the tutor module will be configured; 3) development of the tutor model where the main inference engine of the system that includes techniques to hypothesize a student and then select a strategy for teaching, assessing, and motivating him throughout the learning process will be built; 4) design of the domain expert model consisting of a set of teaching operations and questions for a chosen subject matter; and 5) development of an intelligent distance learning system prototype based on the models designed.
|
format |
Conference or Workshop Item |
author |
Salim, Naomie Mohd. Radzi, Nor Haizan Yusof, Norazah Jusoh, Normal |
author_facet |
Salim, Naomie Mohd. Radzi, Nor Haizan Yusof, Norazah Jusoh, Normal |
author_sort |
Salim, Naomie |
title |
A model for an intelligent distance learning system: a preliminary study |
title_short |
A model for an intelligent distance learning system: a preliminary study |
title_full |
A model for an intelligent distance learning system: a preliminary study |
title_fullStr |
A model for an intelligent distance learning system: a preliminary study |
title_full_unstemmed |
A model for an intelligent distance learning system: a preliminary study |
title_sort |
model for an intelligent distance learning system: a preliminary study |
publishDate |
1999 |
url |
http://eprints.utm.my/id/eprint/3321/ |
_version_ |
1643643779993829376 |
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13.18916 |