Publications

(2020). LogCF: Deep collaborative filtering with process data for enhanced learning outcome modeling. Journal of Educational Data Mining.

(2020). Utilizing game analytics to inform and validate digital game-based assessment with evidence-centered game design: A case study. International Journal of Artificial Intelligence in Education.

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(2020). Scale up predictive models for early detection of at-risk students: A feasibility study. Information and Learning Sciences.

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(2019). Predictive analytic models of student success in higher education: A review of methodology. Information and Learning Sciences.

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(2019). An item response theory analysis of DSM-5 heroin use disorder in a clinical sample of Chinese adolescents. Frontiers in Psychology.

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(2017). Applying the rule space model to develop a learning progression for thermochemistry. Research in Science Education.

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(2017). Applying psychometric models in learning progressions studies: Theory, method and breakthrough. Advances in Psychological Science.

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(2016). Model-data fit test methods and statistics for cognitive diagnostic models. Advances in Psychological Science.

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(2014). Interviewer’s rating and influencing factors in structural interviews. Advances in Psychological Science.

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