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タイトル: | Learning Analytics for Supporting Seamless Language Learning using E-book with Ubiquitous Learning System |
著者: | Mouri, Kousuke Uosaki, Noriko 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: | Mobile learning Ubiquitous Learning Seamless learning Learning analytics Ubiquitous learning analytics |
発行日: | Apr-2018 |
誌名: | Educational Technology & Society |
巻: | 21 |
号: | 2 |
開始ページ: | 150 |
終了ページ: | 163 |
抄録: | Seamless learning has been recognized as an effective learning approach across various dimensions including formal and informal learning contexts, individual and social learning, and physical world and cyberspace. With the emergence of seamless learning, majority of the current research focus on realizing a seamless learning environment at school or university. However, the utilization of the collected learning logs still remains a challenge yet to be explored. In this study, an e-book with ubiquitous learning system called SCROLL is developed to collect and analyze learning logs in the seamless learning enviromnent. Moreover, this paper presents our analytics in contribution to bridging the learning between eBook learning and real-life learning. An experiment was conducted to evaluate (1) whether VASCORLL 2.0 (Visualization and Analysis System for Connecting Relationships of Learning Logs) is effective in connecting the words learned through eBook to those learned from real-life, and (2) which social network centrality is the most effective to enhance learning in the seamless learning enviromnent. Twenty international students participated in the evaluation experiment, and they were able to increase their learning opportunities by using VASCORLL 2.0. Furthermore, the betweenness centrality was found useful in finding central words that bridge eBook and real-life learning. |
著作権等: | This article of the Journal of Educational Technology & Society is available under Creative Commons CC-BY-ND-NC 3.0 license (https://creativecommons.org/licenses/by-nc-nd/3.0/). |
URI: | http://hdl.handle.net/2433/231308 |
関連リンク: | http://www.jstor.org/stable/26388390 |
出現コレクション: | 学術雑誌掲載論文等 |
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