| Presentation | 2015-01-31 An estimation of test scores using features of note-taking during a blended learning Minoru NAKAYAMA, Koichi MUTSUURA, Hiroh YAMAMOTO, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The prediction of learning performance using features of note-taking activity and learner's characteristics is determined in a blended learning course. The analysis was conducted with multiple regression analysis and support vector regression techniques. A variable selection method with multiple regression analysis extracted some contributed variables which were mostly linguistic features of note-taking in the first half of course sessions. Instruction of note-taking techniques emphasized contributions of features regarding note-taking activity for prediction performance of the test scores. The prediction performances using those selected variables and support vector regression technique were evaluated. The significant features of note-taking were discussed. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | blended learning / note assessment / prediction / multiple regression / support vector regression |
| Paper # | ET2014-75 |
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| Conference Information | |
| Committee | ET |
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| Conference Date | 2015/1/24(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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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) | An estimation of test scores using features of note-taking during a blended learning |
| Sub Title (in English) | |
| Keyword(1) | blended learning |
| Keyword(2) | note assessment |
| Keyword(3) | prediction |
| Keyword(4) | multiple regression |
| Keyword(5) | support vector regression |
| 1st Author's Name | Minoru NAKAYAMA |
| 1st Author's Affiliation | Human System Science, Decision Science and Technology, Tokyo Institute of Technology() |
| 2nd Author's Name | Koichi MUTSUURA |
| 2nd Author's Affiliation | Faculty of Economics, Shinshu University |
| 3rd Author's Name | Hiroh YAMAMOTO |
| 3rd Author's Affiliation | Shinshu University |
| Date | 2015-01-31 |
| Paper # | ET2014-75 |
| Volume (vol) | vol.114 |
| Number (no) | 441 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |