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
ファイル
タイトル
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
別タイトル
Success/Failure Prediction for Final Examination Using the LCT Results and FPT Results
著者
氏名 廣瀬 英雄
ヨミ ヒロセ ヒデオ
別名 HIROSE Hideo
キーワード
follow-up program testing
learning check testing
item response theory
drop-out
FPT point
抄録

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.

掲載雑誌名
広島工業大学紀要. 研究編
54
開始ページ
133
終了ページ
136
出版年月日
2020-02
出版者
広島工業大学
ISSN
1346-9975
NCID
AA11599110
本文言語
日本語
資料タイプ
紀要論文
著者版フラグ
出版社版
権利情報
publisher
区分
it-hiroshima