Παρακολούθηση
Renzhe Yu
Renzhe Yu
Assistant Professor, Columbia University
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα tc.columbia.edu - Αρχική σελίδα
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Παρατίθεται από
Παρατίθεται από
Έτος
Mining big data in education: Affordances and challenges
C Fischer, ZA Pardos, RS Baker, JJ Williams, P Smyth, R Yu, S Slater, ...
Review of Research in Education 44 (1), 130-160, 2020
4512020
Towards Accurate and Fair Prediction of College Success: Evaluating Different Sources of Student Data
R Yu, Q Li, C Fischer, S Doroudi, D Xu
Proceedings of the 13th International Conference on Educational Data Mining …, 2020
1182020
Should College Dropout Prediction Models Include Protected Attributes?
R Yu, H Lee, RF Kizilcec
Proceedings of the Eighth ACM Conference on Learning@ Scale, 91-100, 2021
1092021
The benefits and caveats of using clickstream data to understand student self-regulatory behaviors: opening the black box of learning processes
R Baker, D Xu, J Park, R Yu, Q Li, B Cung, C Fischer, F Rodriguez, ...
International Journal of Educational Technology in Higher Education 17, 1-24, 2020
992020
Understanding Student Procrastination via Mixture Models
J Park, R Yu, F Rodriguez, R Baker, P Smyth, M Warschauer
International Educational Data Mining Society, 2018
772018
Interpretable Models Do Not Compromise Accuracy or Fairness in Predicting College Success
C Kung, R Yu
Proceedings of the Seventh ACM Conference on Learning@ Scale, 413-416, 2020
322020
Utilizing Learning Analytics to Map Students' Self-Reported Study Strategies to Click Behaviors in STEM Courses
F Rodriguez, R Yu, J Park, MJ Rivas, M Warschauer, BK Sato
Proceedings of the 9th International Conference on Learning Analytics …, 2019
292019
Large-Scale Student Data Reveal Sociodemographic Gaps in Procrastination Behavior
S Sabnis, R Yu, RF Kizilcec
Proceedings of the Ninth ACM Conference on Learning@ Scale, 133-141, 2022
232022
Risk and protective factors of college students’ psychological well-being during the COVID-19 pandemic: emotional stability, mental health, and household resources
J Moeller, L von Keyserlingk, M Spengler, H Gaspard, HR Lee, ...
AERA Open 8, 23328584211065725, 2022
212022
LIWCs the same, not the same: Gendered linguistic signals of performance and experience in online STEM courses
Y Lin, R Yu, N Dowell
Artificial Intelligence in Education: 21st International Conference, AIED …, 2020
192020
Cross-Institutional Transfer Learning for Educational Models: Implications for Model Performance, Fairness, and Equity
J Gardner, R Yu, Q Nguyen, C Brooks, R Kizilcec
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023
172023
A new research on the capitalization of school quality in housing prices: An empirical study based on repeated cross-sectional data in Beijing
W Ha, HB Wu, RZ Yu
Educ. Econ 5, 3-10, 2015
17*2015
The life cycle of large language models in education: A framework for understanding sources of bias
J Lee, Y Hicke, R Yu, C Brooks, RF Kizilcec
British Journal of Educational Technology 55 (5), 1982-2002, 2024
16*2024
Salient syllabi: Examining design characteristics of science online courses in higher education
C Fischer, P McPartlan, GA Orona, R Yu, D Xu, M Warschauer
PloS one 17 (11), e0276839, 2022
152022
Quasi-Experimental Evidence of a School Equalization Reform on Housing Prices in Beijing
W Ha, R Yu
Chinese Education & Society 52 (3-4), 162-185, 2019
13*2019
Representing and predicting student navigational pathways in online college courses
R Yu, D Jiang, M Warschauer
Proceedings of the Fifth Annual ACM Conference on Learning at Scale, 1-4, 2018
122018
Is Big Data Better? LMS Data and Predictive Analytic Performance in Postsecondary Education
KA Bird, BL Castleman, Y Song, R Yu
EdWorking Paper, 2022
62022
Opening the black box: user-log analyses of children’s e-Book reading and associations with word knowledge
O Umarji, S Day, Y Xu, E Zargar, R Yu, C Connor
Reading and Writing 34 (3), 627-657, 2021
62021
Contexts Matter but How? Course-Level Correlates of Performance and Fairness Shift in Predictive Model Transfer
Z Xu, J Olson, N Pochinki, Z Zheng, R Yu
Proceedings of the 14th Learning Analytics and Knowledge Conference, 713-724, 2024
52024
Semantic Topic Chains for Modeling Temporality of Themes in Online Student Discussion Forums
H Chopra, Y Lin, MA Samadi, JG Cavazos, R Yu, S Jaquay, N Nixon
Proceedings of the 16th International Conference on Educational Data Mining …, 2023
5*2023
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