Detail of Publication
Text Language | Japanese |
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Authors | Takanori MARUICHI,Shuji SAKAMOTO,Olivier AUGEREAU,and Koichi KISE |
Title | Confidence Estimation for English Word Typing by Using a Key-Logger |
Journal | 電子情報通信学会技術研究報告パターン認識メディア理解研究会 |
Presentation number | PRMU2017 |
Pages | pp.1-6 |
Number of Pages | 6 pages |
Location | 青山学院大学 青山キャンパス |
Reviewed or not | Not reviewed |
Month & Year | March 2018 |
Abstract | Reviewing plays an important role in English vocabulary acquisition. However, we tend to overlook the words that were correctly answered without confident. In this research, we estimate confidence in answering English word typing questions to let learners reviewing more effectively. We use keystroke information acquired by a key-logger to estimate the confidence. In order to evaluate the proposed method, we employed the dataset obtained from 12 participants answering 120 questions. From the experimental results on estimating the confidence, the proposed method has achieved the average accuracy of 91.3% in the case of user-dependent learning, and 89.8% in the case of user-independent learning. |
- Following file is available.
- Entry for BibTeX
@InCollection{MARUICHI2018, author = {Takanori MARUICHI and Shuji SAKAMOTO and Olivier AUGEREAU and Koichi KISE}, title = {Confidence Estimation for English Word Typing by Using a Key-Logger}, booktitle = {電子情報通信学会技術研究報告パターン認識メディア理解研究会}, year = 2018, month = mar, presenID = {PRMU2017}, pages = {1--6}, numpages = {6}, location = {青山学院大学 青山キャンパス} }