Lecture concepts based item classification for remedial

Po Jen Chuang, Chun Wei Tsai, Ming Chao Chiang, Chu-Sing Yang

研究成果: Conference contribution

摘要

This paper presents a novel algorithm for tagging the relationship of test on the learning content called Binary Union-plus Tag (BUT). The proposed algorithm is motivated by the desire of students to re-study unacquainted content after a test. By binary coding items of content, BUT provides the users of an e-Learning system a certain range of content which lacks learning to connect to tests and content. It starts off with one of the content structures as a reference structure. Then, all the mistakes made on the test are mapped to the reference structure to highlight the re-studying area in the learning materials. To evaluate the performance of the proposed method, it has been used on the learning process of two hundred grade students. Moreover, the experimental results show that the proposed algorithm can considerably improve the achievement of students in terms of both locating the essential range of the content and providing the necessary matters.

原文English
主出版物標題2011 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2011 - Conference Digest
頁面2227-2231
頁數5
DOIs
出版狀態Published - 2011 十二月 23
事件2011 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2011 - Anchorage, AK, United States
持續時間: 2011 十月 92011 十月 12

出版系列

名字Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
ISSN(列印)1062-922X

Other

Other2011 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2011
國家United States
城市Anchorage, AK
期間11-10-0911-10-12

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering
  • Control and Systems Engineering
  • Human-Computer Interaction

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