A boosting algorithm to implement a mobile APP-based language learning system

Wen Lin Chen, Yu Chieh Wu, Jie Chi Yang

研究成果: 書貢獻/報告類型會議論文篇章同行評審

摘要

In this study, we proposed a mobile APP-based system which integrates story-based animations and simulation quizzes for English learning. Users could interact with both components of the app. The story-based animation component provides the function of word/phrase reading which displays short animation clips. For the simulation quiz component, a number of simulated quizzes are presented. The app automatically displays the scores obtained upon completion of the quiz, and regenerates another quiz based on the student's performance in the preceding quiz and the proposed boosting algorithm. To evaluate the effectiveness of the system, we conducted an experiment which compares the proposed system with traditional class-based learning. The results of the experiment show that the proposed mobile learning system yields superior scores to the control group. The results suggest the APP-based learning is helpful for students to improve their English skills. Statistical analyses demonstrate that the proposed APP-based system significantly outperforms the control group. Finally, the satisfaction survey also showed that users are highly satisfied with the mobile APP-based language learning system.

原文???core.languages.en_GB???
主出版物標題Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015
編輯Yu-Ju Lan, Hsin-Yih Shyu, Chengjiu Yin, Hiroaki Ogata, Wenli Chen, Ming-Fong Jan, Sahana Murthy, Ying-Tien Wu, Siu Cheung Kong, Xiaoqing Gu, Beaumie Kim, Yongwu Miao, Niwat Srisawasdi, Yuping Wang, Chiu-Pin Lin, Carol H.C. Chu, Jari Laru, Miguel Nussbaum, Ma. Mercedes T. Rodrigo, Ju-Ling Shih, Amali Weerasinghe, Weiqin Chen, Feiyue Qiu, Vania Dimitrova, Ching-Kun Hsu, Lung-Hsiang Wong, Maiga Chang, Tore Hoel, Yen-Hui Audrey Li, Jon Mason, Hitoshi Sasaki, Li Zhang
發行者Asia-Pacific Society for Computers in Education
頁面569-574
頁數6
ISBN(電子)9784990801458
出版狀態已出版 - 2015
事件23rd International Conference on Computers in Education, ICCE 2015 - Hangzhou, China
持續時間: 30 11月 20154 12月 2015

出版系列

名字Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015

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???event.eventtypes.event.conference???23rd International Conference on Computers in Education, ICCE 2015
國家/地區China
城市Hangzhou
期間30/11/154/12/15

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