Publications by Xiaoming Zhai

Zhai, X., Yue, Y., Pellegrino, J. W., Haudek, K. C., & Shi, L. (2020). Applying machine learning in science assessment: a systematic review. Studies In Science Education, 56, 111-151. http://doi.org/10.1080/03057267.2020.1735757
Zhai, X., Haudek, K. C., Stuhlsatz, M., & Wilson, C. D. (2020). Evaluation of construct-irrelevant variance yielded by machine and human scoring of a science teacher PCK constructed response assessment. Studies In Educational Evaluation, 67, 100916. http://doi.org/https://doi.org/10.1016/j.stueduc.2020.100916
Haudek, K. C., & Zhai, X. (2021). Exploring the Effect of Assessment Construct Complexity on Machine Learning Scoring of Argumentation. In NARST Annual Conference. Virtual: National Association for Research on Science Teaching and Learning. Retrieved from https://beyondmultiplechoice.org/sites/default/files/2021-03/Haudek_ExploringConstructComplexityonML_NARST2021.pdf (Original work published 04/2021AD)
Zhai, X., Haudek, K. C., Shi, L., Nehm, R. H., & Urban-Lurain, M. (2020). From substitution to redefinition: A framework of machine-learning based science assessment. Journal Of Research In Science Teaching. http://doi.org/10.1002/tea.21658 (Original work published 10/2020AD)