A multiple response approach for adaptive learning service with context-based multimedia contents

Xinyou Zhao*, Qun Jin, Toshio Okamoto

*この研究の対応する著者

研究成果: Conference contribution

抄録

Learners can benefit more from the emerging ubiquitous computing technology in more learning scenarios beyond traditional computer-based e-learning system. But due to the great diversity of device specification, learning contents, and mobile context existing today, learners may have a poor learning experience in the ubiquitous computing technology-enhanced learning (u-learning) environment. This paper proposes a multiple response approach for adaptive learning service with context-based multimedia contents, which recommends preferred media for learners according to the u-learning environment. Based on six learning statuses from SCORM, five learning responses of learning objects are used to reward or penalize the preferred media according to the learning context. In the evaluation experiment, the accessed object, time, location and mobile device are mainly used as context data. With the comparison between the controlled group and non-controlled group, the results show that the proposed method can improve the utilization rate of learning objects which implies that the learners are more interested in these recommended media. The results also show that the learning experience is improved.

本文言語English
ホスト出版物のタイトルProceedings of the International Conference on Human-Centric Computing 2011 and Embedded and Multimedia Computing 2011, HumanCom and EMC 2011
ページ269-280
ページ数12
DOI
出版ステータスPublished - 2011 9 1
イベント4th International Conference on Human-Centric Computing, HumanCom'11 and the 6th International Conference on Embedded and Multimedia Computing, EMC'11 - Enshi, China
継続期間: 2011 8 112011 8 13

出版物シリーズ

名前Lecture Notes in Electrical Engineering
102 LNEE
ISSN(印刷版)1876-1100
ISSN(電子版)1876-1119

Conference

Conference4th International Conference on Human-Centric Computing, HumanCom'11 and the 6th International Conference on Embedded and Multimedia Computing, EMC'11
国/地域China
CityEnshi
Period11/8/1111/8/13

ASJC Scopus subject areas

  • 産業および生産工学

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