LCT の評価結果を用いたCBT による期末試験の合否予測

URI http://harp.lib.hiroshima-u.ac.jp/it-hiroshima/metadata/12343
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Title
LCT の評価結果を用いたCBT による期末試験の合否予測
Title Alternative
Success/Failure Prediction for CBT Based End-term Examination using LCT Evaluation
Author
氏名 廣瀬 英雄
ヨミ ヒロセ ヒデオ
別名 HIROSE Hideo
Subject
success/failure prediction
learning check testing
computer based testing
multiplechoice paper questions
description type questions
item response theory
end-term examination
Abstract

Using the LCT (learning check testing) results in the follow-up (FP) program system, we
have shown that we can predict the students’ future results of success/failure to the end-term
examination with a probability to some extent. However, we also anticipate that we may not be
able to enhance a certain level of prediction accuracy for evaluation because the description type
questions and their evaluations to the final examinations depend on two or more teachers, resulting
unfair scores although the LCT provides the multiple-choice questions and the evaluations are
performed automatically using computers. However, we have had a chance to perform such a CBT
using the multiple-choice questions and the automatic evaluations using item response theory. Here,
in this paper, we have investigated whether the accuracy for success/failure prediction to the endterm
examination using CBT can be improved than that using the description-type testing. We have
found that the CBT based on the end-term examination using the LCT improves the prediction
accuracy for success/failure than that based on the description-type testing using the LCT.

Journal Title
広島工業大学紀要. 研究編
Volume
54
Spage
141
Epage
147
Published Date
2020-02
Publisher
広島工業大学
ISSN
1346-9975
NCID
AA11599110
Language
jpn
NIIType
Departmental Bulletin Paper
Text Version
出版社版
Rights
publisher
Set
it-hiroshima