Japanese / English

Detail of Publication

Text Language Japanese
Authors Takanori MARUICHI,Shuji SAKAMOTO,Olivier AUGEREAU,and Koichi KISE
Title Confidence Estimation for English Word Typing by Using a Key-Logger
Journal ����損��他丹��坦����多速続��族単袖損遜��存側袖脱��坦孫丹促��促多臓村促坦��則村賊促叩促��促贈促蔵��箪族嘆存側袖脱族単
Presentation number PRMU2017
Pages pp.1-6
Number of Pages 6 pages
Location ����損続続��賊臓��巽続�� ����損続促足促達促坦促��促孫
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.
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