GMOCAT: A Graph-Enhanced Multi-Objective Method for Computerized Adaptive Testing

Author:

Wang Hangyu1ORCID,Long Ting2ORCID,Yin Liang1ORCID,Zhang Weinan1ORCID,Xia Wei3ORCID,Hong Qichen4ORCID,Xia Dingyin4ORCID,Tang Ruiming3ORCID,Yu Yong1ORCID

Affiliation:

1. Shanghai Jiaotong University, Shanghai, China

2. Jilin University, Changchun, China

3. Huawei Noah's Ark Lab, Shenzhen, China

4. Huawei CBG Edu AI Lab, Shenzhen, China

Funder

National Key R&D Program of China

Shanghai Municipal Science and Technology Major Project

National Natural Science Foundation of China

Publisher

ACM

Reference44 articles.

1. 2020. MindSpore. https://www.mindspore.cn/ 2020. MindSpore. https://www.mindspore.cn/

2. Jimmy Lei Ba , Jamie Ryan Kiros, and Geoffrey E Hinton . 2016 . Layer normalization. arXiv preprint arXiv:1607.06450 (2016). Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E Hinton. 2016. Layer normalization. arXiv preprint arXiv:1607.06450 (2016).

3. Quality Meets Diversity: A Model-Agnostic Framework for Computerized Adaptive Testing

4. Andrew P Bradley . 1997. The use of the area under the ROC curve in the evaluation of machine learning algorithms. Pattern recognition , Vol. 30 , 7 ( 1997 ), 1145--1159. Andrew P Bradley. 1997. The use of the area under the ROC curve in the evaluation of machine learning algorithms. Pattern recognition, Vol. 30, 7 (1997), 1145--1159.

5. Psychometrics Behind Computerized Adaptive Testing

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