Presentation | 2003/5/9 The Digest Generation Method of Learning Process Based on Learning Log Data Zheng Yuan Li, Kazuya Seki, Tatsunori Matsui, Toshio Okamoto, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | The rapid growth of Information technology enables us to realize not only classical learning environment, i.e., classroom lecture and individual learning environment, but also exploratory learning environment in which learners are required their positive learning activity and collaborative learning environment. In these new learning environments, the hyper structured learning contents are quite general, and its information on hyper structure are important for evaluation of learning activities and contents/curriculum. In this study, we propose the digest generation method of learning activities based on learning log data sets, in which learning object meta-data and information on hyper structure are used effectively. Particularly this proposed method is formalized as a multi-objective optimization problem, so we apply the Genetic Algorithm to solve this. In this paper, we describe proposed method from theoretical point of view and features of "The Digest Generation System" and through some experiments we show validity and effectiveness of proposed method. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Learning Process / Digest Generation / Learning Log Data / Genetic Algorithm / e-learning / Assessment Function |
Paper # | ET2003-8 |
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Conference Information | |
Committee | ET |
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Conference Date | 2003/5/9(1days) |
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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) | The Digest Generation Method of Learning Process Based on Learning Log Data |
Sub Title (in English) | |
Keyword(1) | Learning Process |
Keyword(2) | Digest Generation |
Keyword(3) | Learning Log Data |
Keyword(4) | Genetic Algorithm |
Keyword(5) | e-learning |
Keyword(6) | Assessment Function |
1st Author's Name | Zheng Yuan Li |
1st Author's Affiliation | Graduate School of Information Systems, The University of Electro-Communications() |
2nd Author's Name | Kazuya Seki |
2nd Author's Affiliation | Graduate School of Information Systems, The University of Electro-Communications |
3rd Author's Name | Tatsunori Matsui |
3rd Author's Affiliation | Graduate School of Information Systems, The University of Electro-Communications |
4th Author's Name | Toshio Okamoto |
4th Author's Affiliation | Graduate School of Information Systems, The University of Electro-Communications |
Date | 2003/5/9 |
Paper # | ET2003-8 |
Volume (vol) | vol.103 |
Number (no) | 60 |
Page | pp.pp.- |
#Pages | 6 |
Date of Issue |