Paper Abstract and Keywords |
Presentation |
2022-11-05 15:45
Estimation possibility for scores of essay and critical thinking disposition using the report texts Minoru Nakayama (Tokyo Tech.), Masaki Uto (UEC), Satoru Kikuchi, Hiroh Yamamoto (Shinshu Univ.) ET2022-39 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Sentences in 6 sets of student's essay and comments were analysed in order to determine a possibility of automated acoring for essay assessment and factor scores of critical thinking disposition (CTD) which were evaluated during a university class.
An automated essay scoring procedure using a machine learning technique (BERT) was applied to predict ability of writing and CTD factor scores.
In the results, the procedure can estimate accurately essay and comment assessment scores from these texts, however, the prediction for CTD factor scores needs further improvements. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Critically thinking attitude / Essay report / Automate essay scoring / BERT / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 241, ET2022-39, pp. 55-58, Nov. 2022. |
Paper # |
ET2022-39 |
Date of Issue |
2022-10-29 (ET) |
ISSN |
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) |
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ET2022-39 |
Conference Information |
Committee |
ET |
Conference Date |
2022-11-05 - 2022-11-05 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Sessions for Young Researchers (Young Researcher Awards Selection), etc. |
Paper Information |
Registration To |
ET |
Conference Code |
2022-11-ET |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Estimation possibility for scores of essay and critical thinking disposition using the report texts |
Sub Title (in English) |
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Keyword(1) |
Critically thinking attitude |
Keyword(2) |
Essay report |
Keyword(3) |
Automate essay scoring |
Keyword(4) |
BERT |
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1st Author's Name |
Minoru Nakayama |
1st Author's Affiliation |
Tokyo Institute of Technology (Tokyo Tech.) |
2nd Author's Name |
Masaki Uto |
2nd Author's Affiliation |
The University of Electro-Communications (UEC) |
3rd Author's Name |
Satoru Kikuchi |
3rd Author's Affiliation |
Shinshu University (Shinshu Univ.) |
4th Author's Name |
Hiroh Yamamoto |
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Shinshu University (Shinshu Univ.) |
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Speaker |
Author-1 |
Date Time |
2022-11-05 15:45:00 |
Presentation Time |
25 minutes |
Registration for |
ET |
Paper # |
ET2022-39 |
Volume (vol) |
vol.122 |
Number (no) |
no.241 |
Page |
pp.55-58 |
#Pages |
4 |
Date of Issue |
2022-10-29 (ET) |
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