Presentation | 2022-11-05 Estimation possibility for scores of essay and critical thinking disposition using the report texts Minoru Nakayama, Masaki Uto, Satoru Kikuchi, Hiroh Yamamoto, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(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) |
Keyword(in English) | Critically thinking attitude / Essay report / Automate essay scoring / BERT |
Paper # | ET2022-39 |
Date of Issue | 2022-10-29 (ET) |
Conference Information | |
Committee | ET |
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Conference Date | 2022/11/5(1days) |
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. |
Chair | Kenji Watanabe(Hiroshimai Univ.) |
Vice Chair | Hisayoshi Kunimune(Chiba Inst. of Tech.) |
Secretary | Hisayoshi Kunimune(Mejiro Univ.) |
Assistant | Kazuaki Yoshihara(Kinki Univ.) / Toru Kano(Tokyo University of Science) |
Paper Information | |
Registration To | Technical Committee on Educational Technology |
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Language | JPN |
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) | |
Keyword(1) | Critically thinking attitude |
Keyword(2) | Essay report |
Keyword(3) | Automate essay scoring |
Keyword(4) | BERT |
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 |
4th Author's Affiliation | Shinshu University(Shinshu Univ.) |
Date | 2022-11-05 |
Paper # | ET2022-39 |
Volume (vol) | vol.122 |
Number (no) | ET-241 |
Page | pp.pp.55-58(ET), |
#Pages | 4 |
Date of Issue | 2022-10-29 (ET) |