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| Presentation | 2008-07-19 10:20 Development of the Report Evaluation Support System by using Neural Network for Exercises Hiroyuki Watanabe (Nihon Univ.)  ET2008-18 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In classes with experiments or exercises at the university, most teachers require the students to write a report. For the evaluation of the report written with the student’s own understanding and thinking, it is necessary that possible copied reports are searched by calculating the degrees of similarity, and that original reports are evaluated by the counting of keywords. However, when the teacher tries to do this work fairly, he needs much time and hard work. In this research, copied reports are searched by the one pair comparison method and TF・IDF method. The original report with a lack of consideration or with good consideration is evaluated by the counting of keywords in the sentences. Furthermore, the model data for the neural network is made from these data. The score of the report is evaluated in 5 steps by the development of this evaluation support system. The report of the experiment which was submitted by the text file could predict the score within the error of 15% by the neural networks, compared to manual operation. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Report / Neural Network / Evaluation of 5 Steps / Evaluation Support System / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 108, no. 146, ET2008-18, pp. 7-12, July 2008. | |
| Paper # | ET2008-18 | |
| Date of Issue | 2008-07-12 (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 | ET2008-18 |
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| Conference Information | |
| Committee | ET |
| Conference Date | 2008-07-19 - 2008-07-19 |
| 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 | 2008-07-ET |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development of the Report Evaluation Support System by using Neural Network for Exercises |
| Sub Title (in English) | |
| Keyword(1) | Report |
| Keyword(2) | Neural Network |
| Keyword(3) | Evaluation of 5 Steps |
| Keyword(4) | Evaluation Support System |
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| 1st Author's Name | Hiroyuki Watanabe |
| 1st Author's Affiliation | Nihon University (Nihon Univ.) |
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| Speaker | Author-1 |
| Date Time | 2008-07-19 10:20:00 |
| Presentation Time | 25 minutes |
| Registration for | ET |
| Paper # | ET2008-18 |
| Volume (vol) | vol.108 |
| Number (no) | no.146 |
| Page | pp.7-12 |
| #Pages | 6 |
| Date of Issue | 2008-07-12 (ET) |
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