Self-confidence Estimation on Vocabulary Tests with Stroke-level Handwriting Logs
| 言語 | 英語 |
|---|---|
| 種類 | 国際会議等の予稿 |
| 著者 | Takanori Maruichi，Shoya Ishimaru，Koichi Kise |
| 論文名 | Self-confidence Estimation on Vocabulary Tests with Stroke-level Handwriting Logs |
| 論文誌名 | Proceedings of 2nd International Workshop on Human-Document Interaction |
| ページ数 | 5 |
| 査読の有無 | 有 |
| 発表の種類 | 口頭発表 |
| 年月 | 2019年9月 |
| 分野 | 学習解析, センシング |
| キー | Maruichi2019_NHDI (id=1701) |
要約
A user’s self-confidence is as important as the correctness of the answer. Giving feedback based on self-confidence will enable the user to review unacquired knowledge more efficiently. In this paper, we propose a self-confidence estimation method based on stroke-level handwriting behavior. We consider two different handwriting answer formats: the format with character writing box and the format without it (free format). We have conducted the experiments to compare the performance on the dataset recorded with these two formats. We successfully built a method that can estimate the user’s self-confidence with maximum 80% accuracy in the dataset with character writing box, 79% in the dataset in the free format.
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