| Presentation | 2004/2/27 Construction of the Statistical Student Model Using Learning History on Web-Based Learning System Yoshihiro SOBUE, Tetsuya MATSUMOTO, Noboru OHNISHI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | WEB-based learning system will be increasingly developed, as the importance of information system increases. Because of the large amount of students learning on the system, it is too difficult for teacher to teach each student suitably. In this study, we will try to construct a statistical student model having the property and individuality of each student, using statistical estimation from learning history. Student model is constructed by the student property (individuality), degree of comprehension, the degree of guesswork, and temporal properties. By the study navigation using this model, we can expect the improvement of study efficiency. The validity of a proposal model was confirmed as a result of the evaluation experiment using simple teaching materials. It was confirmed that it is mostly in agreement with what has the presumed actual student characteristic (individuality). |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | e-Learning / Student model / Learning history / Study navigation |
| Paper # | ET2003-113 |
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| Conference Information | |
| Committee | ET |
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| Conference Date | 2004/2/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Educational Technology (ET) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Construction of the Statistical Student Model Using Learning History on Web-Based Learning System |
| Sub Title (in English) | |
| Keyword(1) | e-Learning |
| Keyword(2) | Student model |
| Keyword(3) | Learning history |
| Keyword(4) | Study navigation |
| 1st Author's Name | Yoshihiro SOBUE |
| 1st Author's Affiliation | Graduate School of Engineering, Nagoya University() |
| 2nd Author's Name | Tetsuya MATSUMOTO |
| 2nd Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 3rd Author's Name | Noboru OHNISHI |
| 3rd Author's Affiliation | Graduate School of Information Science, Nagoya University |
| Date | 2004/2/27 |
| Paper # | ET2003-113 |
| Volume (vol) | vol.103 |
| Number (no) | 697 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |