LCT トレンドとFPT トレンドを組み合わせた期末試験の合否予測

URI http://harp.lib.hiroshima-u.ac.jp/it-hiroshima/metadata/12341
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Title
LCT トレンドとFPT トレンドを組み合わせた期末試験の合否予測
Title Alternative
Success/Failure Prediction for Final Examination Using the LCT Results and FPT Results
Author
氏名 廣瀬 英雄
ヨミ ヒロセ ヒデオ
別名 HIROSE Hideo
Subject
follow-up program testing
learning check testing
item response theory
drop-out
FPT point
Abstract

The author proposed a prediction method to find students at drop-out risks as early as possible by
using the learning check testing (LCT) results, where the nearest-neighbor method was used to find
the similarity of the cumulative LCT ability trends in the previous paper. Even if we use almost
the first half of the LCT results, we can predict the failed students in final examinations. However,
the predicted failed students covered the half of the actual failed students. In this paper, to raise
the prediction accuracy for finding the students at risk, we added another information, the follow-up
program testing (FPT) results via the FPT points defined here. Using this FPT point information
and the LCT ability trends together, we can predict the students at risk with higher prediction
accuracy than that when we only use the LCT ability trends.

Journal Title
広島工業大学紀要. 研究編
Volume
54
Spage
133
Epage
136
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