Renzhe Yu

Mining Big Data in Education: Affordances and Challenges

Christian Fischer, Zachary A. Pardos, Ryan S. Baker et al. · Review of Research in Education · 2020 · 394 citations · Full text

Education, Data Science, Educational Technology +17

The benefits and caveats of using clickstream data to understand student self-regulatory behaviors: opening the black box of learning processes

Rachel Baker, Di Xu, Jihyun Park et al. · International Journal of Educational Technology in Higher Education · 2020 · 102 citations · Full text

Education, Educational Psychology, Educational Technology +17

Should College Dropout Prediction Models Include Protected Attributes?

Renzhe Yu, Hansol Lee, René F. Kizilcec · 2021 · 85 citations · Full text

Education, Higher Education, Data Analytics +14

The life cycle of large language models in education: A framework for understanding sources of bias

Jinsook Lee, Yann Hicke, Renzhe Yu et al. · British Journal of Educational Technology · 2024 · 79 citations

Computing, Computer Science, Educational Technology +15

Towards Accurate and Fair Prediction of College Success: Evaluating Different Sources of Student Data.

Renzhe Yu, Qiujie Li, Christian Fischer et al. · Educational Data Mining · 2020 · 69 citations

Education, Educational Measurement, Higher Education +17