| Presentation | 2000/6/10 Student Modeling Method using Decision Tree Learning based on Portfolio Concept : Structure of Learning History Data-Base and Condensing Method using Decision Tree Learning Tatsunori Matsui, Toshio Okamoto, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Portfolio Assessment is the new assessment method and its effective practical use is expected particularly in Comprehensive Learning. Purpose of this study is to provide the effective tools for Portfolio Assessment. Concretely, we propose a system architecture for Portfolio Assessment, in which some rules on students' learning activities and time series transition patterns are discovered from students'learning history data, named Digital Portfolio, and information for students for self-assessment and for teachers feedback information about students'learning activities are provided. In this paper, firstly Digital Portfolio and Digital Portfolio Assessment are defined based on educational meaning of Portfolio and Assessment, and secondly architecture and functions of Digital Portfolio Assessment System are described. Particularly, data structure of history data-base and condensing method of data-base using decision tree learning. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Portfolio Assessment / Digital Portfolio / Decision Tree Learning / History Data-Base / Condensing Method of Data-Base / Student Modeling |
| Paper # | ET2000-31 |
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| Conference Information | |
| Committee | ET |
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| Conference Date | 2000/6/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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) | Student Modeling Method using Decision Tree Learning based on Portfolio Concept : Structure of Learning History Data-Base and Condensing Method using Decision Tree Learning |
| Sub Title (in English) | |
| Keyword(1) | Portfolio Assessment |
| Keyword(2) | Digital Portfolio |
| Keyword(3) | Decision Tree Learning |
| Keyword(4) | History Data-Base |
| Keyword(5) | Condensing Method of Data-Base |
| Keyword(6) | Student Modeling |
| 1st Author's Name | Tatsunori Matsui |
| 1st Author's Affiliation | Graduate School of Information Systems, The University of Electro-Communications() |
| 2nd Author's Name | Toshio Okamoto |
| 2nd Author's Affiliation | Graduate School of Information Systems, The University of Electro-Communications |
| Date | 2000/6/10 |
| Paper # | ET2000-31 |
| Volume (vol) | vol.100 |
| Number (no) | 113 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |