The analysis of response patterns on IRT ability estimation methods in computerized adaptive test

被引：1
|
作者：
Chen, Deng-Jyi [1 ]
Lai, Ah-Fur [1 ]
Mao, Chia-Chi [1 ]
机构：
[1] Natl Chiao Tung Univ, Dept Comp Sci, Hsinchu, Taiwan
来源：
7TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED LEARNING TECHNOLOGIES, PROCEEDINGS | 2007年
关键词：
D O I：
10.1109/ICALT.2007.237
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
The main purpose of the study was to compare four ability estimation engines (which are OWEN, EAP, MLE, and WLE) regarding the convergent state and divergent state, and dynamic behaviors under different types of test-taker's response pattern in CAT.
引用
收藏
页码：721 / +
页数：2
相关论文
共 50 条
  • [1] Properties of ability estimation methods in computerized adaptive testing
    Wang, TY
    Vispoel, WP
    [J]. JOURNAL OF EDUCATIONAL MEASUREMENT, 1998, 35 (02) : 109 - 135
  • [2] About the Ability Estimation Algorithm Optimization of IRT-based Computerized Adaptive Testing System
    Cheng, Yan
    Xu, Weisheng
    Yu, Youling
    [J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 6221 - 6226
  • [3] The Researches on IRT-Based Computerized Adaptive Test
    Ye Huaqiao
    [J]. PROCEEDING OF 2012 INTERNATIONAL SYMPOSIUM - EDUCATIONAL RESEARCH AND EDUCATIONAL TECHNOLOGY, 2012, : 27 - 30
  • [4] Adaptive Weight Estimation of Latent Ability: Application to Computerized Adaptive Testing With Response Revision
    Wang, Shiyu
    Xiao, Houping
    Cohen, Allan
    [J]. JOURNAL OF EDUCATIONAL AND BEHAVIORAL STATISTICS, 2021, 46 (05) : 560 - 591
  • [5] Estimation of an Examinee's Ability in the Web-Based Computerized Adaptive Testing Program IRT-CAT
    Lee, Yoon-Hwan
    Park, Jung-Ho
    Park, In-Yong
    [J]. JOURNAL OF EDUCATIONAL EVALUATION FOR HEALTH PROFESSIONS, 2006, 3
  • [6] Ability estimation in computerized adaptive test using Mamdani Fuzzy Inference System
    Ridwan, W.
    Wiranto, I
    Dako, R. D. R.
    [J]. INTERNATIONAL SYMPOSIUM ON MATERIALS AND ELECTRICAL ENGINEERING 2019 (ISMEE 2019), 2020, 850
  • [7] A Bounded Ability Estimation for Computerized Adaptive Testing
    Zhuang, Yan
    Liu, Qi
    Zhao, GuanHao
    Huang, Zhenya
    Huang, Weizhe
    Pardos, Zachary A.
    Chen, Enhong
    Wu, Jinze
    Li, Xin
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36, NEURIPS 2023, 2023,
  • [8] Effects of security risks on ability estimation in computerized adaptive testing
    Su, YH
    Chen, SY
    Wang, WC
    [J]. INTERNATIONAL JOURNAL OF PSYCHOLOGY, 2004, 39 (5-6) : 282 - 282
  • [9] Effects of scale transformation and test-termination rule on the precision of ability estimation in computerized adaptive testing
    Yi, Q
    Wang, TY
    Ban, JC
    [J]. JOURNAL OF EDUCATIONAL MEASUREMENT, 2001, 38 (03) : 267 - 292
  • [10] A Comparison of IRT Proficiency Estimation Methods Under Adaptive Multistage Testing
    Kim, Sooyeon
    Moses, Tim
    Yoo, Hanwook
    [J]. JOURNAL OF EDUCATIONAL MEASUREMENT, 2015, 52 (01) : 70 - 79
12345