Confidence Estimation for English Word Typing by Using a Key-Logger

Language	Japanese
Type	Proceedings of Japanese Conferences
Authors	Takanori MARUICHI, Shuji SAKAMOTO, Olivier AUGEREAU, 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
Location	青山学院大学青山キャンパス
Reviewed	Not reviewed
Date	March 2018
Research fields	Pattern recognition
Key	`Maruichi2018_PRMU` (id=1604)

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.

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Insert a field with braces like {authors}. A part enclosed in [ ... ] is omitted entirely when any field inside it is empty. Available fields:

{authors}{authors_and}{authors_ja}{authors_ja_tight}{authors_en}{authors_en_and}{authors_tight}{first_author}{title}{title_ja}{title_en}{journal}{journal_ja}{journal_en}{book_title}{volume}{number}{series}{presen_id}{pages}{pp}{num_pages}{year}{month}{month_en}{month_short}{ym}{date}{date_ja}{date_en}{publisher}{address}{location}{review}{review_ja}{review_en}{reviewed_mark}{presen_type}{type}{type_label}{doi}{url}{key}{awards}

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@inproceedings{Maruichi2018_PRMU, author = {MARUICHI, Takanori and SAKAMOTO, Shuji and AUGEREAU, Olivier and KISE, Koichi}, 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, pages = {1--6}, numpages = {6}, address = {青山学院大学青山キャンパス}, note = {PRMU2017} }

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