ダウンロード数: 96
このアイテムのファイル:
ファイル | 記述 | サイズ | フォーマット | |
---|---|---|---|---|
ICCE2018_804-806.pdf | 1.42 MB | Adobe PDF | 見る/開く |
タイトル: | Automatic Generation of Contents Models for Digital Learning Materials |
著者: | FLANAGAN, Brendan https://orcid.org/0000-0001-7644-997X (unconfirmed) AKÇAPINAR, Gökhan MAJUMDAR, Rwitajit https://orcid.org/0000-0003-4671-0238 (unconfirmed) OGATA, Hiroaki https://orcid.org/0000-0001-5216-1576 (unconfirmed) |
著者名の別形: | 緒方, 広明 |
キーワード: | contents model text mining learner knowledge |
発行日: | 24-Nov-2018 |
出版者: | Asia-Pacific Society for Computers in Education (APSCE) |
誌名: | 26th International Conference on Computers in Education Main Conference Proceedings |
開始ページ: | 804 |
終了ページ: | 806 |
抄録: | There has been much research that demonstrates the effectiveness of usingontology to support the construction of knowledge during the learning process. However, the widespread adoption in classrooms of such methods are impeded by the amount of timeand effort that is required to create and maintain an ontology by a domain expert. In thispaper, we propose a method to automatically generate a contents model by analyzinglearning materials with the aim of supporting the construction of knowledge structures. Amap of the keyword nodes is constructed by applying text mining techniques to find theimportant words and phrases and their relations contained within the learning materials. Theprocess retains links between the nodes and the original learning materials, and it istherefore possible to recommend and rank sections that cover a concept contained within thecontents model map. |
記述: | 26th International Conference on Computers in Education, Metro Manila, Philippines, November 26-30, 2018. |
著作権等: | Copyright 2018 Asia-Pacific Society for Computers in Education. All rights reserved. No part of this book may be reproduced, stored in a retrieval system, transmitted, in any forms or any means, without the prior permission of the Asia-Pacific Society for Computers in Education. Individual papers may be uploaded on to institutional repositories or other academic sites for self-archival purposes. |
URI: | http://hdl.handle.net/2433/237323 |
出現コレクション: | 学術雑誌掲載論文等 |
このリポジトリに保管されているアイテムはすべて著作権により保護されています。