A proposal of recommendation function for solving element fill-in-blank problem in java programming learning assistant system

Nobuo Funabiki, Shinpei Matsumoto, Su Sandy Wint, Minoru Kuribayashi, Wen Chun Kao

研究成果: 書貢獻/報告類型會議貢獻

摘要

To assist Java programming educations, we have developed a Web-based Java Programming Learning Assistant System (JPLAS) that offers several types of programming exercises to cover different levels of students. Among them, the element fill-in-blank problem (EFP) was designed for novice students to study grammar and basic programming skills through filling in the blank elements in a Java source code. In general, an EFP instance can be generated by selecting an appropriate code in a textbook or a Web site, and applying the blank element selection algorithm to it. Since EFP is expected to involve the Java grammar, plenty of EFP instances have been prepared for JPLAS, where a student may select an EFP instance matching his/her level. In this paper, we propose a recommendation function of selecting a proper EFP instance to be solved next by considering the difficulty levels and grammar topics. We verify the effectiveness of our proposal through applications to 48 students in the Java programing class in Okayama University.

原文英語
主出版物標題Advances in Networked-based Information Systems - The 22nd International Conference on Network-Based Information Systems, NBiS 2019
編輯Leonard Barolli, Hiroaki Nishino, Tomoya Enokido, Makoto Takizawa
發行者Springer Verlag
頁面247-257
頁數11
ISBN(列印)9783030290283
DOIs
出版狀態已發佈 - 2020 一月 1
對外發佈Yes
事件22nd International Conference on Network-Based Information Systems, NBiS 2019 - Oita, 日本
持續時間: 2019 九月 52019 九月 7

出版系列

名字Advances in Intelligent Systems and Computing
1036
ISSN(列印)2194-5357
ISSN(電子)2194-5365

會議

會議22nd International Conference on Network-Based Information Systems, NBiS 2019
國家日本
城市Oita
期間19/9/519/9/7

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computer Science(all)

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  • 引用此

    Funabiki, N., Matsumoto, S., Wint, S. S., Kuribayashi, M., & Kao, W. C. (2020). A proposal of recommendation function for solving element fill-in-blank problem in java programming learning assistant system. 於 L. Barolli, H. Nishino, T. Enokido, & M. Takizawa (編輯), Advances in Networked-based Information Systems - The 22nd International Conference on Network-Based Information Systems, NBiS 2019 (頁 247-257). (Advances in Intelligent Systems and Computing; 卷 1036). Springer Verlag. https://doi.org/10.1007/978-3-030-29029-0_23