Presentation | 2012-03-10 Estimation of Subjective Difficulty of an e-Learning Learner by using Eye Movement Measurements Ayuko SHIGETA, Kazuhiko HAMAMOTO, Kiyoshi Nosu, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | This paper proposes an estimation method of subjective difficulty of WEB based English listening tests from learners' eye movement characteristic parameters. We adopt estimation method analysis of eye movements using a Supported Vector Machine (SVM) method. The two median of "easy" and "difficult" differ significantly using the Mann-Whitney's U-test. It is shown that eye movement characteristics were different between "ease" and "difficulty". The coincidence rate of "easy" was 85.7% and "difficulty" was 86.8%. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | English Listening Test / Subjective Difficulty / SVM |
Paper # | ET2011-114 |
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Committee | ET |
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Conference Date | 2012/3/3(1days) |
Place (in Japanese) | (See Japanese page) |
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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) | Estimation of Subjective Difficulty of an e-Learning Learner by using Eye Movement Measurements |
Sub Title (in English) | |
Keyword(1) | English Listening Test |
Keyword(2) | Subjective Difficulty |
Keyword(3) | SVM |
1st Author's Name | Ayuko SHIGETA |
1st Author's Affiliation | Tokai University() |
2nd Author's Name | Kazuhiko HAMAMOTO |
2nd Author's Affiliation | Tokai University |
3rd Author's Name | Kiyoshi Nosu |
3rd Author's Affiliation | Tokai University |
Date | 2012-03-10 |
Paper # | ET2011-114 |
Volume (vol) | vol.111 |
Number (no) | 473 |
Page | pp.pp.- |
#Pages | 6 |
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