Automatic item generation for online measurement and evaluation: Turkish literature items

被引:1
作者
Sayin, Ayfer [1 ,3 ]
Gierl, Mark J. [2 ]
机构
[1] Gazi Univ, Gazi Fac Educ, Dept Educ Sci, Ankara, Turkiye
[2] Univ Alberta, Fac Educ, Dept Educ Psychol, Edmonton, AB, Canada
[3] Gazi Fac Educ, Dept Educ Sci, Div Assessment & Evaluat Educ, Ankara, Turkiye
关键词
Automatic item generation; Large item pool; Computer-based testing; Online measurement; and evaluation; Turkish literature; IMPROVE;
D O I
10.21449/ijate.1249297
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Developments in the field of education have significantly affected test development processes, and computer-based test applications have been started in many institutions. In our country, research on the application of measurement and evaluation tools in the computer environment for use with distance education is gaining momentum. A large pool of items is required for computer-based testing applications that provide significant advantages to practitioners and test takers. Preparing a large pool of items also requires more effort in terms of time, effort, and cost. To overcome this problem, automatic item generation has been widely used by bringing together item development subject matter experts and computer technology. In the present research, the steps for implementing automatic item generation are explained through an example. In the research, which was based on the fundamental research method, first a total of 2560 items were generated using computer technology and SMEs in field of Turkish literature. In the second stage, 60 randomly selected items were examined. As a result of the research, it was determined that a large item pool could be created to be used in online measurement and evaluation applications using automatic item generation.
引用
收藏
页码:218 / 231
页数:14
相关论文
共 57 条
[1]  
Adiguzel A., 2020, Milli Egitim Dergisi, V49, P253, DOI DOI 10.37669/MILLIEGITIM.781998
[2]  
Alves C.B., 2010, USING AUTOMATED ITE
[3]   Using automatic item generation to meet the increasing item demands of high-stakes educational and occupational assessment [J].
Arendasy, Martin E. ;
Sommer, Markus .
LEARNING AND INDIVIDUAL DIFFERENCES, 2012, 22 (01) :112-117
[4]  
Artirma F., 2020, FATIH PROJES
[5]  
Bai Y., 2019, COGNITIVE DIAGNOSTIC
[6]  
Balta Y., 2013, TURKISH STUDIES INT, V8, P37, DOI [10.7827/TurkishStudies.427, DOI 10.7827/TURKISHSTUDIES.427]
[7]  
Bayardo R. J., 2007, P 16 INT C WORLD WID
[8]   Formative assessment: a critical review [J].
Bennett, Randy .
ASSESSMENT IN EDUCATION-PRINCIPLES POLICY & PRACTICE, 2011, 18 (01) :5-25
[9]   Effect of Discrete and Continuous Parameter Variation on Difficulty in Automatic Item Generation [J].
Chen, Binglin ;
Zilles, Craig ;
West, Matthew ;
Bretl, Timothy .
ARTIFICIAL INTELLIGENCE IN EDUCATION (AIED 2019), PT I, 2019, 11625 :71-83
[10]  
Choi J, 2018, Journal of Educational Issues, V4, P68, DOI [10.5296/jei.v4i1.12630, 10.5296/jei.v4i1.12630, DOI 10.5296/JEI.V4I1.12630]