Applying Item Response Theory to Analyzing and Improving the Item Quality of an Online Chinese Reading Assessment

Xinyun Tian, Xiaoxue Han, Hercy N.H. Cheng, Wang Chen Chang, Calvin C.Y. Liao, Jianwen Sun, Xiaoliang Zhu, Sanya Liu

研究成果: 書貢獻/報告類型會議貢獻

1 引文 斯高帕斯(Scopus)

摘要

In order to realize the individualized teaching of Chinese language in primary schools, this research has developed an online Chinese reading assessment for primary schools, which aims to record the students test process and analyze the development level of students Chinese reading ability. In this paper, the item response theory (IRT) is applied to the quality analysis of the assessment in terms of measurement attributes (difficulty, discrimination, guessing), item characteristic curve, item information function and test information function. Additionally, this paper further explores the relationship between the various parameters of the items. The results show that the IRT can effectively guide the construction of the reading assessment scale, improve the discrimination degree, reduce the guessing degree, and effectively improve the quality of the item. This paper also proposes a method to find out the unreasonable options and modify items locally through project parameters and option analysis. It is expected that researchers and educators can modify the item more efficiently by quality analysis.

原文英語
主出版物標題Proceedings - 2017 6th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2017
編輯Kiyota Hashimoto, Naoki Fukuta, Tokuro Matsuo, Sachio Hirokawa, Masao Mori, Masao Mori
發行者Institute of Electrical and Electronics Engineers Inc.
頁面754-759
頁數6
ISBN(電子)9781538606216
DOIs
出版狀態已發佈 - 十一月 15 2017
對外發佈
事件6th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2017 - Hamamatsu, Shizuoka, 日本
持續時間: 七月 9 2017 → …

出版系列

名字Proceedings - 2017 6th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2017

會議

會議6th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2017
國家/地區日本
城市Hamamatsu, Shizuoka
期間7/9/17 → …

ASJC Scopus subject areas

  • 人工智慧
  • 電腦網路與通信
  • 電腦科學應用
  • 資訊系統
  • 資訊系統與管理

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