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| Presentation | 2012-03-10 10:20 Estimation of Subjective Difficulty of an e-Learning Learner by using Eye Movement Measurement Ayuko Shigeta, Kazuhiko Hamamoto, Kiyoshi Nosu (Tokai Univ.)  ET2011-114 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (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) |
| (in English) | English Listening Test / Subjective Difficulty / SVM / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 111, no. 473, ET2011-114, pp. 77-82, March 2012. | |
| Paper # | ET2011-114 | |
| Date of Issue | 2012-03-03 (ET) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | ET2011-114 |
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| Conference Information | |
| Committee | ET |
| Conference Date | 2012-03-10 - 2012-03-10 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | ET |
| Conference Code | 2012-03-ET |
| Language | Japanese |
| 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 Measurement |
| Sub Title (in English) | |
| Keyword(1) | English Listening Test |
| Keyword(2) | Subjective Difficulty |
| Keyword(3) | SVM |
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| 1st Author's Name | Ayuko Shigeta |
| 1st Author's Affiliation | Tokai University (Tokai Univ.) |
| 2nd Author's Name | Kazuhiko Hamamoto |
| 2nd Author's Affiliation | Tokai University (Tokai Univ.) |
| 3rd Author's Name | Kiyoshi Nosu |
| 3rd Author's Affiliation | Tokai University (Tokai Univ.) |
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| Speaker | Author-1 |
| Date Time | 2012-03-10 10:20:00 |
| Presentation Time | 20 minutes |
| Registration for | ET |
| Paper # | ET2011-114 |
| Volume (vol) | vol.111 |
| Number (no) | no.473 |
| Page | pp.77-82 |
| #Pages | 6 |
| Date of Issue | 2012-03-03 (ET) |
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